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ORCIDBibTeX records: Sergey M. Plis
@article{DBLP:journals/fini/ThapaliyaOG0CP24,
author = {Bishal Thapaliya and
Riyasat Ohib and
Eloy Geenjaar and
Jingyu Liu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Efficient federated learning for distributed neuroimaging data},
journal = {Frontiers Neuroinformatics},
volume = {18},
year = {2024},
url = {https://doi.org/10.3389/fninf.2024.1430987},
doi = {10.3389/FNINF.2024.1430987},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/ThapaliyaOG0CP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/MasoudGP24,
author = {Mohamed Masoud and
David A. Gutman and
Sergey M. Plis},
title = {HistoJS: Web-Based Analytical Tool for Advancing Multiplexed Images},
journal = {J. Open Source Softw.},
volume = {9},
number = {94},
pages = {6317},
year = {2024},
url = {https://doi.org/10.21105/joss.06317},
doi = {10.21105/JOSS.06317},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jossw/MasoudGP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/FedorovGWSDLMMHPC24,
author = {Alex Fedorov and
Eloy Geenjaar and
Lei Wu and
Tristan Sylvain and
Thomas P. DeRamus and
Margaux Luck and
Maria B. Misiura and
Girish Mittapalle and
R. Devon Hjelm and
Sergey M. Plis and
Vince D. Calhoun},
title = {Self-supervised multimodal learning for group inferences from {MRI}
data: Discovering disorder-relevant brain regions and multimodal links},
journal = {NeuroImage},
volume = {285},
pages = {120485},
year = {2024},
url = {https://doi.org/10.1016/j.neuroimage.2023.120485},
doi = {10.1016/J.NEUROIMAGE.2023.120485},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/FedorovGWSDLMMHPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/patterns/RootesMurdyPKRQCLCCJGHK24,
author = {Kelly Rootes{-}Murdy and
Sandeep R. Panta and
Ross Kelly and
Javier Tomas Romero and
Yann Quid{\'{e}} and
Murray J. Cairns and
C. M. Loughland and
Vaughan J. Carr and
Stanley V. Catts and
Assen Jablensky and
Melissa J. Green and
Frans Henskens and
Dylan Kiltschewskij and
Patricia T. Michie and
Bryan J. Mowry and
Christos Pantelis and
Paul E. Rasser and
William R. Reay and
Ulrich Schall and
Rodney J. Scott and
Oliver J. Watkeys and
Gloria M. P. Roberts and
Philip B. Mitchell and
Janice M. Fullerton and
Bronwyn J. Overs and
Masataka Kikuchi and
Ryota Hashimoto and
Junya Matsumoto and
Masaki Fukunaga and
Perminder S. Sachdev and
Henry Brodaty and
Wei Wen and
Jiyang Jiang and
Negar Fani and
Timothy D. Ely and
Adriana Lorio and
Jennifer S. Stevens and
Kerry J. Ressler and
Tanja Jovanovic and
Sanne J. H. van Rooij and
Lydia M. Federmann and
Christiane Jockwitz and
Alexander Teumer and
Andreas J. Forstner and
Svenja Caspers and
Sven Cichon and
Sergey M. Plis and
Anand D. Sarwate and
Vince D. Calhoun},
title = {Cortical similarities in psychiatric and mood disorders identified
in federated {VBM} analysis via {COINSTAC}},
journal = {Patterns},
volume = {5},
number = {7},
pages = {100987},
year = {2024},
url = {https://doi.org/10.1016/j.patter.2024.100987},
doi = {10.1016/J.PATTER.2024.100987},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/patterns/RootesMurdyPKRQCLCCJGHK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MasoudRHP24,
author = {Mohamed Masoud and
Pratyush Reddy and
Farfalla Hu and
Sergey M. Plis},
title = {Brainchop: Advancing the Frontier of Web-Based Neuroimaging},
booktitle = {{IEEE} International Symposium on Biomedical Imaging, {ISBI} 2024,
Athens, Greece, May 27-30, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISBI56570.2024.10635670},
doi = {10.1109/ISBI56570.2024.10635670},
timestamp = {Fri, 06 Sep 2024 21:02:06 +0200},
biburl = {https://dblp.org/rec/conf/isbi/MasoudRHP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/TaoSPPC24,
author = {Ye Tao and
Anand D. Sarwate and
Sandeep R. Panta and
Sergey M. Plis and
Vince D. Calhoun},
title = {Privacy-Preserving Visualization of Brain Functional Network Connectivity},
booktitle = {{IEEE} International Symposium on Biomedical Imaging, {ISBI} 2024,
Athens, Greece, May 27-30, 2024},
pages = {1--5},
publisher = {{IEEE}},
year = {2024},
url = {https://doi.org/10.1109/ISBI56570.2024.10635222},
doi = {10.1109/ISBI56570.2024.10635222},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/TaoSPPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@misc{DBLP:data/10/CalhounPTS24,
author = {Vince D. Calhoun and
Sergey M. Plis and
Jessica A. Turner and
Anand D. Sarwate},
title = {{COINSTAC:} Decentralizing the future of brain imaging analysis (Version
6.8.3)},
publisher = {Zenodo},
year = {2024},
month = mar,
howpublished = {\url{https://doi.org/10.5281/zenodo.10892084}},
note = {Accessed on YYYY-MM-DD.},
url = {https://doi.org/10.5281/zenodo.10892084},
doi = {10.5281/ZENODO.10892084},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/data/10/CalhounPTS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06751,
author = {Bradley T. Baker and
Barak A. Pearlmutter and
Robyn L. Miller and
Vince D. Calhoun and
Sergey M. Plis},
title = {Low-Rank Learning by Design: the Role of Network Architecture and
Activation Linearity in Gradient Rank Collapse},
journal = {CoRR},
volume = {abs/2402.06751},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06751},
doi = {10.48550/ARXIV.2402.06751},
eprinttype = {arXiv},
eprint = {2402.06751},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-09037,
author = {Riyasat Ohib and
Bishal Thapaliya and
Gintare Karolina Dziugaite and
Jingyu Liu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated
Learning},
journal = {CoRR},
volume = {abs/2405.09037},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.09037},
doi = {10.48550/ARXIV.2405.09037},
eprinttype = {arXiv},
eprint = {2405.09037},
timestamp = {Sat, 15 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-09037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-11825,
author = {Bradley T. Baker and
Vince D. Calhoun and
Sergey M. Plis},
title = {Spectral Introspection Identifies Group Training Dynamics in Deep
Neural Networks for Neuroimaging},
journal = {CoRR},
volume = {abs/2406.11825},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.11825},
doi = {10.48550/ARXIV.2406.11825},
eprinttype = {arXiv},
eprint = {2406.11825},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-11825.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/MartinBPRPSKRBGBTEFPC23,
author = {Dylan Martin and
Sunitha Basodi and
Sandeep R. Panta and
Kelly Rootes{-}Murdy and
Paul Prae and
Anand D. Sarwate and
Ross Kelly and
Javier Tomas Romero and
Bradley T. Baker and
Harshvardhan Gazula and
Henry Jeremy Bockholt and
Jessica A. Turner and
Nathalia Bianchini Esper and
Alexandre R. Franco and
Sergey M. Plis and
Vince D. Calhoun},
title = {Enhancing collaborative neuroimaging research: introducing {COINSTAC}
Vaults for federated analysis and reproducibility},
journal = {Frontiers Neuroinformatics},
volume = {17},
year = {2023},
url = {https://doi.org/10.3389/fninf.2023.1207721},
doi = {10.3389/FNINF.2023.1207721},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/MartinBPRPSKRBGBTEFPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/MasoudHP23,
author = {Mohamed Masoud and
Farfalla Hu and
Sergey M. Plis},
title = {Brainchop: In-browser {MRI} volumetric segmentation and rendering},
journal = {J. Open Source Softw.},
volume = {8},
number = {83},
pages = {5098},
year = {2023},
url = {https://doi.org/10.21105/joss.05098},
doi = {10.21105/JOSS.05098},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/MasoudHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/GazulaRHBZVKMCBNSSKKKGKKBBDPPSHTVBBF23,
author = {Harshvardhan Gazula and
Kelly Rootes{-}Murdy and
Bharath Holla and
Sunitha Basodi and
Zuo Zhang and
Eric Verner and
Ross Kelly and
Pratima Murthy and
Amit Chakrabarti and
Debasish Basu and
Subodh Bhagyalakshmi Nanjayya and
Rajkumar Lenin Singh and
Roshan Lourembam Singh and
Kartik Kalyanram and
Kamakshi Kartik and
Kalyanaraman Kumaran and
Krishnaveni Ghattu and
Rebecca Kuriyan and
Sunita Simon Kurpad and
Gareth J. Barker and
Rose Dawn Bharath and
Sylvane Desrivi{\`{e}}res and
Meera Purushottam and
Dimitri Papadopoulos{-}Orfanos and
Eesha Sharma and
Matthew Hickman and
Mireille Toledano and
Nilakshi Vaidya and
Tobias Banaschewski and
Arun L. W. Bokde and
Herta Flor and
Antoine Grigis and
Hugh Garavan and
Penny A. Gowland and
Andreas Heinz and
R{\"{u}}diger Br{\"{u}}hl and
Jean{-}Luc Martinot and
Marie{-}Laure Paill{\`{e}}re{-}Martinot and
Eric Artiges and
Frauke Nees and
Tom{\'{a}}s Paus and
Luise Poustka and
Juliane H. Fr{\"{o}}hner and
Lauren Robinson and
Michael N. Smolka and
Henrik Walter and
Jeanne Winterer and
Robert Whelan and
Jessica A. Turner and
Anand D. Sarwate and
Sergey M. Plis and
Vivek Benegal and
Gunter Schumann and
Vince D. Calhoun},
title = {Federated Analysis in {COINSTAC} Reveals Functional Network Connectivity
and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000
Adolescent Brains},
journal = {Neuroinformatics},
volume = {21},
number = {2},
pages = {287--301},
year = {2023},
url = {https://doi.org/10.1007/s12021-022-09604-4},
doi = {10.1007/S12021-022-09604-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/GazulaRHBZVKMCBNSSKKKGKKBBDPPSHTVBBF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/SolovyevaDAP23,
author = {Kseniya Solovyeva and
David Danks and
Mohammadsajad Abavisani and
Sergey M. Plis},
editor = {Mihaela van der Schaar and
Cheng Zhang and
Dominik Janzing},
title = {Causal Learning through Deliberate Undersampling},
booktitle = {Conference on Causal Learning and Reasoning, CLeaR 2023, 11-14 April
2023, Amazon Development Center, T{\"{u}}bingen, Germany, April
11-14, 2023},
series = {Proceedings of Machine Learning Research},
volume = {213},
pages = {518--530},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v213/solovyeva23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clear2/SolovyevaDAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MahmoodFCP23,
author = {Usman Mahmood and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Glacier: Glass-Box Transformer for Interpretable Dynamic Neuroimaging},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing
{ICASSP} 2023, Rhodes Island, Greece, June 4-10, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICASSP49357.2023.10097126},
doi = {10.1109/ICASSP49357.2023.10097126},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MahmoodFCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/AbavisaniDP23,
author = {Mohammadsajad Abavisani and
David Danks and
Sergey M. Plis},
title = {{GRACE-C:} Generalized Rate Agnostic Causal Estimation via Constraints},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/forum?id=B\_pCIsX8KL\_},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/AbavisaniDP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/IqbalMFP23,
author = {Zafar Iqbal and
Usman Mahmood and
Zening Fu and
Sergey M. Plis},
title = {Self-Supervised Mental Disorder Classifiers via Time Reversal},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191457},
doi = {10.1109/IJCNN54540.2023.10191457},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/IqbalMFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07488,
author = {Riyasat Ohib and
Bishal Thapaliya and
Pratyush Gaggenapalli and
Jingyu Liu and
Vince D. Calhoun and
Sergey M. Plis},
title = {SalientGrads: Sparse Models for Communication Efficient and Data Aware
Distributed Federated Training},
journal = {CoRR},
volume = {abs/2304.07488},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07488},
doi = {10.48550/ARXIV.2304.07488},
eprinttype = {arXiv},
eprint = {2304.07488},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-14369,
author = {Eloy Geenjaar and
Donghyun Kim and
Riyasat Ohib and
Marlena Duda and
Amrit Kashyap and
Sergey M. Plis and
Vince D. Calhoun},
title = {Learning low-dimensional dynamics from whole-brain data improves task
capture},
journal = {CoRR},
volume = {abs/2305.14369},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.14369},
doi = {10.48550/ARXIV.2305.14369},
eprinttype = {arXiv},
eprint = {2305.14369},
timestamp = {Tue, 06 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-14369.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09615,
author = {Md. Mahfuzur Rahman and
Vince D. Calhoun and
Sergey M. Plis},
title = {Looking deeper into interpretable deep learning in neuroimaging: a
comprehensive survey},
journal = {CoRR},
volume = {abs/2307.09615},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09615},
doi = {10.48550/ARXIV.2307.09615},
eprinttype = {arXiv},
eprint = {2307.09615},
timestamp = {Tue, 25 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09615.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-16162,
author = {Mohamed Masoud and
Pratyush Reddy and
Farfalla Hu and
Sergey M. Plis},
title = {Brainchop: Next Generation Web-Based Neuroimaging Application},
journal = {CoRR},
volume = {abs/2310.16162},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.16162},
doi = {10.48550/ARXIV.2310.16162},
eprinttype = {arXiv},
eprint = {2310.16162},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-16162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-12781,
author = {Mrinal Mathur and
Sergey M. Plis},
title = {DynaLay: An Introspective Approach to Dynamic Layer Selection for
Deep Networks},
journal = {CoRR},
volume = {abs/2312.12781},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.12781},
doi = {10.48550/ARXIV.2312.12781},
eprinttype = {arXiv},
eprint = {2312.12781},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-12781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/MahmoodFGCP22,
author = {Usman Mahmood and
Zening Fu and
Satrajit S. Ghosh and
Vince D. Calhoun and
Sergey M. Plis},
title = {Through the looking glass: Deep interpretable dynamic directed connectivity
in resting fMRI},
journal = {NeuroImage},
volume = {264},
pages = {119737},
year = {2022},
url = {https://doi.org/10.1016/j.neuroimage.2022.119737},
doi = {10.1016/J.NEUROIMAGE.2022.119737},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/MahmoodFGCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/SenanayakePTCP22,
author = {Nipuna Senanayake and
Robert Podschwadt and
Daniel Takabi and
Vince D. Calhoun and
Sergey M. Plis},
title = {NeuroCrypt: Machine Learning Over Encrypted Distributed Neuroimaging
Data},
journal = {Neuroinformatics},
volume = {20},
number = {1},
pages = {91--108},
year = {2022},
url = {https://doi.org/10.1007/s12021-021-09525-8},
doi = {10.1007/S12021-021-09525-8},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/SenanayakePTCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/Rootes-MurdyGVK22,
author = {Kelly Rootes{-}Murdy and
Harshvardhan Gazula and
Eric Verner and
Ross Kelly and
Thomas DeRamus and
Sergey M. Plis and
Anand D. Sarwate and
Jessica A. Turner and
Vince D. Calhoun},
title = {Federated Analysis of Neuroimaging Data: {A} Review of the Field},
journal = {Neuroinformatics},
volume = {20},
number = {2},
pages = {377--390},
year = {2022},
url = {https://doi.org/10.1007/s12021-021-09550-7},
doi = {10.1007/S12021-021-09550-7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ni/Rootes-MurdyGVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/BasodiRRGSPLVC22,
author = {Sunitha Basodi and
Rajikha Raja and
Bhaskar Ray and
Harshvardhan Gazula and
Anand D. Sarwate and
Sergey M. Plis and
Jingyu Liu and
Eric Verner and
Vince D. Calhoun},
title = {Decentralized Brain Age Estimation Using {MRI} Data},
journal = {Neuroinformatics},
volume = {20},
number = {4},
pages = {981--990},
year = {2022},
url = {https://doi.org/10.1007/s12021-022-09570-x},
doi = {10.1007/S12021-022-09570-X},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ni/BasodiRRGSPLVC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/YanQHACQPWSC22,
author = {Weizheng Yan and
Gang Qu and
Wenxing Hu and
Anees Abrol and
Biao Cai and
Chen Qiao and
Sergey M. Plis and
Yu{-}Ping Wang and
Jing Sui and
Vince D. Calhoun},
title = {Deep Learning in Neuroimaging: Promises and challenges},
journal = {{IEEE} Signal Process. Mag.},
volume = {39},
number = {2},
pages = {87--98},
year = {2022},
url = {https://doi.org/10.1109/MSP.2021.3128348},
doi = {10.1109/MSP.2021.3128348},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spm/YanQHACQPWSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/OhibGDSPP22,
author = {Riyasat Ohib and
Nicolas Gillis and
Niccol{\`{o}} Dalmasso and
Sameena Shah and
Vamsi K. Potluru and
Sergey M. Plis},
title = {Explicit Group Sparse Projection with Applications to Deep Learning
and {NMF}},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=jIrOeWjdpc},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/OhibGDSPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/LiGFPC22,
author = {Xinhui Li and
Eloy Geenjaar and
Zening Fu and
Sergey M. Plis and
Vince D. Calhoun},
title = {Mind the gap: functional network connectivity interpolation between
schizophrenia patients and controls using a variational autoencoder},
booktitle = {44th Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2022, Glasgow, Scotland,
United Kingdom, July 11-15, 2022},
pages = {1477--1480},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/EMBC48229.2022.9871803},
doi = {10.1109/EMBC48229.2022.9871803},
timestamp = {Thu, 22 Sep 2022 19:31:35 +0200},
biburl = {https://dblp.org/rec/conf/embc/LiGFPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MahmoodFCP22,
author = {Usman Mahmood and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Deep Dynamic Effective Connectivity Estimation from Multivariate Time
Series},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892436},
doi = {10.1109/IJCNN55064.2022.9892436},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MahmoodFCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/XiaoACP22,
author = {Yaorong Xiao and
William Ashbee and
Vince D. Calhoun and
Sergey M. Plis},
title = {Refacing Defaced {MRI} with PixelCNN},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--7},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9891937},
doi = {10.1109/IJCNN55064.2022.9891937},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/XiaoACP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02393,
author = {Usman Mahmood and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Deep Dynamic Effective Connectivity Estimation from Multivariate Time
Series},
journal = {CoRR},
volume = {abs/2202.02393},
year = {2022},
url = {https://arxiv.org/abs/2202.02393},
eprinttype = {arXiv},
eprint = {2202.02393},
timestamp = {Thu, 17 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-02393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09235,
author = {Mohammadsajad Abavisani and
David Danks and
Sergey M. Plis},
title = {Constraint-Based Causal Structure Learning from Undersampled Graphs},
journal = {CoRR},
volume = {abs/2205.09235},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09235},
doi = {10.48550/ARXIV.2205.09235},
eprinttype = {arXiv},
eprint = {2205.09235},
timestamp = {Tue, 24 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09235.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-05903,
author = {Md Mahfuzur Rahman and
Noah Lewis and
Sergey M. Plis},
title = {Geometrically Guided Integrated Gradients},
journal = {CoRR},
volume = {abs/2206.05903},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.05903},
doi = {10.48550/ARXIV.2206.05903},
eprinttype = {arXiv},
eprint = {2206.05903},
timestamp = {Mon, 20 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-05903.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-12909,
author = {Xinhui Li and
Alex Fedorov and
Mrinal Mathur and
Anees Abrol and
Gregory Kiar and
Sergey M. Plis and
Vince D. Calhoun},
title = {Pipeline-Invariant Representation Learning for Neuroimaging},
journal = {CoRR},
volume = {abs/2208.12909},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.12909},
doi = {10.48550/ARXIV.2208.12909},
eprinttype = {arXiv},
eprint = {2208.12909},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-12909.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02876,
author = {Alex Fedorov and
Eloy Geenjaar and
Lei Wu and
Tristan Sylvain and
Thomas P. DeRamus and
Margaux Luck and
Maria B. Misiura and
R. Devon Hjelm and
Sergey M. Plis and
Vince D. Calhoun},
title = {Self-supervised multimodal neuroimaging yields predictive representations
for a spectrum of Alzheimer's phenotypes},
journal = {CoRR},
volume = {abs/2209.02876},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02876},
doi = {10.48550/ARXIV.2209.02876},
eprinttype = {arXiv},
eprint = {2209.02876},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-16398,
author = {Zafar Iqbal and
Usman Mahmood and
Zening Fu and
Sergey M. Plis},
title = {Self-Supervised Mental Disorder Classifiers via Time Reversal},
journal = {CoRR},
volume = {abs/2211.16398},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.16398},
doi = {10.48550/ARXIV.2211.16398},
eprinttype = {arXiv},
eprint = {2211.16398},
timestamp = {Fri, 02 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-16398.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/MahmoodFCP21,
author = {Usman Mahmood and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {A Deep Learning Model for Data-Driven Discovery of Functional Connectivity},
journal = {Algorithms},
volume = {14},
number = {3},
pages = {75},
year = {2021},
url = {https://doi.org/10.3390/a14030075},
doi = {10.3390/A14030075},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/MahmoodFCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/brain/SahaDRAPC21,
author = {Debbrata K. Saha and
Eswar Damaraju and
Barnaly Rashid and
Anees Abrol and
Sergey M. Plis and
Vince D. Calhoun},
title = {A Classification-Based Approach to Estimate the Number of Resting
Functional Magnetic Resonance Imaging Dynamic Functional Connectivity
States},
journal = {Brain Connect.},
volume = {11},
number = {2},
pages = {132--145},
year = {2021},
url = {https://doi.org/10.1089/brain.2020.0794},
doi = {10.1089/BRAIN.2020.0794},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/brain/SahaDRAPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ni/GazulaHZXVKJBBB21,
author = {Harshvardhan Gazula and
Bharath Holla and
Zuo Zhang and
Jiayuan Xu and
Eric Verner and
Ross Kelly and
Sanjeev Jain and
Rose Dawn Bharath and
Gareth J. Barker and
Debasish Basu and
Amit Chakrabarti and
Kartik Kalyanram and
Kalyanaraman Kumaran and
Rajkumar Lenin Singh and
Rebecca Kuriyan and
Pratima Murthy and
Vivek Benega and
Sergey M. Plis and
Anand D. Sarwate and
Jessica A. Turner and
Gunter Schumann and
Vince D. Calhoun},
title = {Decentralized Multisite {VBM} Analysis During Adolescence Shows Structural
Changes Linked to Age, Body Mass Index, and Smoking: a {COINSTAC}
Analysis},
journal = {Neuroinformatics},
volume = {19},
number = {4},
pages = {553--566},
year = {2021},
url = {https://doi.org/10.1007/s12021-020-09502-7},
doi = {10.1007/S12021-020-09502-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ni/GazulaHZXVKJBBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/SilvaPAPC21,
author = {Rogers F. Silva and
Sergey M. Plis and
T{\"{u}}lay Adali and
Marios S. Pattichis and
Vince D. Calhoun},
title = {Multidataset Independent Subspace Analysis With Application to Multimodal
Fusion},
journal = {{IEEE} Trans. Image Process.},
volume = {30},
pages = {588--602},
year = {2021},
url = {https://doi.org/10.1109/TIP.2020.3028452},
doi = {10.1109/TIP.2020.3028452},
timestamp = {Thu, 31 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/SilvaPAPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ImtiazMSBPSC21,
author = {Hafiz Imtiaz and
Jafar Mohammadi and
Rogers F. Silva and
Bradley T. Baker and
Sergey M. Plis and
Anand D. Sarwate and
Vince D. Calhoun},
title = {A Correlated Noise-Assisted Decentralized Differentially Private Estimation
Protocol, and its Application to fMRI Source Separation},
journal = {{IEEE} Trans. Signal Process.},
volume = {69},
pages = {6355--6370},
year = {2021},
url = {https://doi.org/10.1109/TSP.2021.3126546},
doi = {10.1109/TSP.2021.3126546},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/ImtiazMSBPSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/GeenjaarLFVPC21,
author = {Eloy Geenjaar and
Noah Lewis and
Zening Fu and
Rohan Venkatdas and
Sergey M. Plis and
Vince D. Calhoun},
title = {Fusing multimodal neuroimaging data with a variational autoencoder},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {3630--3633},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9630806},
doi = {10.1109/EMBC46164.2021.9630806},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/GeenjaarLFVPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/AbrolHPC21,
author = {Anees Abrol and
Reihaneh Hassanzadeh and
Sergey M. Plis and
Vince D. Calhoun},
title = {Deep learning in resting-state fMRI\({}^{\mbox{*}}\)},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {3965--3969},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9630257},
doi = {10.1109/EMBC46164.2021.9630257},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/AbrolHPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/FedorovSGLWDKBC21,
author = {Alex Fedorov and
Tristan Sylvain and
Eloy Geenjaar and
Margaux Luck and
Lei Wu and
Thomas P. DeRamus and
Alex Kirilin and
Dmitry Bleklov and
Vince D. Calhoun and
Sergey M. Plis},
title = {Self-Supervised Multimodal Domino: in Search of Biomarkers for Alzheimer's
Disease},
booktitle = {9th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2021, Victoria, BC, Canada, August 9-12, 2021},
pages = {23--30},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICHI52183.2021.00017},
doi = {10.1109/ICHI52183.2021.00017},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/FedorovSGLWDKBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/LewisMGRICP21,
author = {Noah Lewis and
Robyn L. Miller and
Harshvardhan Gazula and
Md Mahfuzur Rahman and
Armin Iraji and
Vince D. Calhoun and
Sergey M. Plis},
title = {Can recurrent models know more than we do?},
booktitle = {9th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2021, Victoria, BC, Canada, August 9-12, 2021},
pages = {243--247},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICHI52183.2021.00046},
doi = {10.1109/ICHI52183.2021.00046},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ichi/LewisMGRICP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/FedorovWSLDBPC21,
author = {Alex Fedorov and
Lei Wu and
Tristan Sylvain and
Margaux Luck and
Thomas P. DeRamus and
Dmitry Bleklov and
Sergey M. Plis and
Vince D. Calhoun},
title = {On Self-Supervised Multimodal Representation Learning: An Application
To Alzheimer's Disease},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1548--1552},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9434103},
doi = {10.1109/ISBI48211.2021.9434103},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/FedorovWSLDBPC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/QiPMSVJZSC21,
author = {Shile Qi and
Sergey M. Plis and
Robyn L. Miller and
Rogers F. Silva and
Victor M. Vergara and
Rongtao Jiang and
Dongmei Zhi and
Jing Sui and
Vince D. Calhoun},
title = {3-way Parallel Fusion of Spatial (sMRI/dMRI) and Spatio-temporal (fMRI)
Data with Application to Schizophrenia},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1577--1581},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433935},
doi = {10.1109/ISBI48211.2021.9433935},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/QiPMSVJZSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RahamanDSCP21,
author = {Md Abdur Rahaman and
Eswar Damaraju and
Debbrata Kumar Saha and
Vince D. Calhoun and
Sergey M. Plis},
title = {Statelets: {A} Novel Multi-Dimensional State-Shape Representation
Of Brain Functional Connectivity Dynamics},
booktitle = {18th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2021, Nice, France, April 13-16, 2021},
pages = {1822--1826},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISBI48211.2021.9433762},
doi = {10.1109/ISBI48211.2021.9433762},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/RahamanDSCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09631,
author = {Bradley T. Baker and
Vince D. Calhoun and
Barak A. Pearlmutter and
Sergey M. Plis},
title = {Efficient Distributed Auto-Differentiation},
journal = {CoRR},
volume = {abs/2102.09631},
year = {2021},
url = {https://arxiv.org/abs/2102.09631},
eprinttype = {arXiv},
eprint = {2102.09631},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-09631.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-15914,
author = {Alex Fedorov and
Eloy Geenjaar and
Lei Wu and
Thomas P. DeRamus and
Vince D. Calhoun and
Sergey M. Plis},
title = {Tasting the cake: evaluating self-supervised generalization on out-of-distribution
multimodal {MRI} data},
journal = {CoRR},
volume = {abs/2103.15914},
year = {2021},
url = {https://arxiv.org/abs/2103.15914},
eprinttype = {arXiv},
eprint = {2103.15914},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-15914.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01128,
author = {Eloy Geenjaar and
Noah Lewis and
Zening Fu and
Rohan Venkatdas and
Sergey M. Plis and
Vince D. Calhoun},
title = {Fusing multimodal neuroimaging data with a variational autoencoder},
journal = {CoRR},
volume = {abs/2105.01128},
year = {2021},
url = {https://arxiv.org/abs/2105.01128},
eprinttype = {arXiv},
eprint = {2105.01128},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01128.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08053,
author = {Charles A. Ellis and
Mohammad S. Eslampanah Sendi and
Sergey M. Plis and
Robyn L. Miller and
Vince D. Calhoun},
title = {Algorithm-Agnostic Explainability for Unsupervised Clustering},
journal = {CoRR},
volume = {abs/2105.08053},
year = {2021},
url = {https://arxiv.org/abs/2105.08053},
eprinttype = {arXiv},
eprint = {2105.08053},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08053.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01271,
author = {Usman Mahmood and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Brain dynamics via Cumulative Auto-Regressive Self-Attention},
journal = {CoRR},
volume = {abs/2111.01271},
year = {2021},
url = {https://arxiv.org/abs/2111.01271},
eprinttype = {arXiv},
eprint = {2111.01271},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01276,
author = {Usman Mahmood and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Multi network InfoMax: {A} pre-training method involving graph convolutional
networks},
journal = {CoRR},
volume = {abs/2111.01276},
year = {2021},
url = {https://arxiv.org/abs/2111.01276},
eprinttype = {arXiv},
eprint = {2111.01276},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-01276.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-04013,
author = {Usman Mahmood and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {A deep learning model for data-driven discovery of functional connectivity},
journal = {CoRR},
volume = {abs/2112.04013},
year = {2021},
url = {https://arxiv.org/abs/2112.04013},
eprinttype = {arXiv},
eprint = {2112.04013},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-04013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-15579,
author = {Samin Yeasar Arnob and
Riyasat Ohib and
Sergey M. Plis and
Doina Precup},
title = {Single-Shot Pruning for Offline Reinforcement Learning},
journal = {CoRR},
volume = {abs/2112.15579},
year = {2021},
url = {https://arxiv.org/abs/2112.15579},
eprinttype = {arXiv},
eprint = {2112.15579},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-15579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/GazulaKRVBSISRT20,
author = {Harshvardhan Gazula and
Ross Kelly and
Javier Tomas Romero and
Eric Verner and
Bradley T. Baker and
Rogers F. Silva and
Hafiz Imtiaz and
Debbrata K. Saha and
Rajikha Raja and
Jessica A. Turner and
Anand D. Sarwate and
Sergey M. Plis and
Vince D. Calhoun},
title = {{COINSTAC:} Collaborative Informatics and Neuroimaging Suite Toolkit
for Anonymous Computation},
journal = {J. Open Source Softw.},
volume = {5},
number = {54},
pages = {2166},
year = {2020},
url = {https://doi.org/10.21105/joss.02166},
doi = {10.21105/JOSS.02166},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/GazulaKRVBSISRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbe/FalakshahiVLMFV20,
author = {Haleh Falakshahi and
Victor M. Vergara and
Jingyu Liu and
Daniel H. Mathalon and
Judith M. Ford and
James Voyvodic and
Bryon A. Mueller and
Aysenil Belger and
Sarah C. McEwen and
Steven G. Potkin and
Adrian Preda and
Hooman Rokham and
Jing Sui and
Jessica A. Turner and
Sergey M. Plis and
Vince D. Calhoun},
title = {Meta-Modal Information Flow: {A} Method for Capturing Multimodal Modular
Disconnectivity in Schizophrenia},
journal = {{IEEE} Trans. Biomed. Eng.},
volume = {67},
number = {9},
pages = {2572--2584},
year = {2020},
url = {https://doi.org/10.1109/TBME.2020.2964724},
doi = {10.1109/TBME.2020.2964724},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbe/FalakshahiVLMFV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/FalakshahiRFMFV20,
author = {Haleh Falakshahi and
Hooman Rokham and
Zening Fu and
Daniel H. Mathalon and
Judith M. Ford and
James Voyvodic and
Bryon A. Mueller and
Aysenil Belger and
Sarah C. McEwen and
Steven G. Potkin and
Adrian Preda and
Armin Iraji and
Jessica A. Turner and
Sergey M. Plis and
Vince D. Calhoun},
title = {Time-varying Graphs: {A} Method to Identify Abnormal Integration and
Disconnection in Functional Brain Connectivity with Application to
Schizophrenia},
booktitle = {20th {IEEE} International Conference on Bioinformatics and Bioengineering,
{BIBE} 2020, Cincinnati, OH, USA, October 26-28, 2020},
pages = {417--424},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBE50027.2020.00074},
doi = {10.1109/BIBE50027.2020.00074},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/FalakshahiRFMFV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MahmoodRFLFCP20,
author = {Usman Mahmood and
Md Mahfuzur Rahman and
Alex Fedorov and
Noah Lewis and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
editor = {Anne L. Martel and
Purang Abolmaesumi and
Danail Stoyanov and
Diana Mateus and
Maria A. Zuluaga and
S. Kevin Zhou and
Daniel Racoceanu and
Leo Joskowicz},
title = {Whole {MILC:} Generalizing Learned Dynamics Across Tasks, Datasets,
and Populations},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2020 - 23rd International Conference, Lima, Peru, October 4-8, 2020,
Proceedings, Part {VII}},
series = {Lecture Notes in Computer Science},
volume = {12267},
pages = {407--417},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59728-3\_40},
doi = {10.1007/978-3-030-59728-3\_40},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/MahmoodRFLFCP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01707,
author = {Haleh Falakshahi and
Victor M. Vergara and
Jingyu Liu and
Daniel H. Mathalon and
Judith M. Ford and
James Voyvodic and
Bryon A. Mueller and
Aysenil Belger and
Sarah C. McEwen and
Steven G. Potkin and
Adrian Preda and
Hooman Rokham and
Jing Sui and
Jessica A. Turner and
Sergey M. Plis and
Vince D. Calhoun},
title = {Meta-modal Information Flow: {A} Method for Capturing Multimodal Modular
Disconnectivity in Schizophrenia},
journal = {CoRR},
volume = {abs/2001.01707},
year = {2020},
url = {http://arxiv.org/abs/2001.01707},
eprinttype = {arXiv},
eprint = {2001.01707},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-01707.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-16041,
author = {Usman Mahmood and
Md Mahfuzur Rahman and
Alex Fedorov and
Noah Lewis and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Whole {MILC:} generalizing learned dynamics across tasks, datasets,
and populations},
journal = {CoRR},
volume = {abs/2007.16041},
year = {2020},
url = {https://arxiv.org/abs/2007.16041},
eprinttype = {arXiv},
eprint = {2007.16041},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-16041.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13619,
author = {Alex Fedorov and
Lei Wu and
Tristan Sylvain and
Margaux Luck and
Thomas P. DeRamus and
Dmitry Bleklov and
Sergey M. Plis and
Vince D. Calhoun},
title = {On self-supervised multi-modal representation learning: An application
to Alzheimer's disease},
journal = {CoRR},
volume = {abs/2012.13619},
year = {2020},
url = {https://arxiv.org/abs/2012.13619},
eprinttype = {arXiv},
eprint = {2012.13619},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13619.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13623,
author = {Alex Fedorov and
Tristan Sylvain and
Margaux Luck and
Lei Wu and
Thomas P. DeRamus and
Alex Kirilin and
Dmitry Bleklov and
Vince D. Calhoun and
Sergey M. Plis},
title = {Taxonomy of multimodal self-supervised representation learning},
journal = {CoRR},
volume = {abs/2012.13623},
year = {2020},
url = {https://arxiv.org/abs/2012.13623},
eprinttype = {arXiv},
eprint = {2012.13623},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/BakerASDSCP19,
author = {Bradley T. Baker and
Anees Abrol and
Rogers F. Silva and
Eswar Damaraju and
Anand D. Sarwate and
Vince D. Calhoun and
Sergey M. Plis},
title = {Decentralized temporal independent component analysis: Leveraging
fMRI data in collaborative settings},
journal = {NeuroImage},
volume = {186},
pages = {557--569},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.10.072},
doi = {10.1016/J.NEUROIMAGE.2018.10.072},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/BakerASDSCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/synthese/DanksP19,
author = {David Danks and
Sergey M. Plis},
title = {Amalgamating evidence of dynamics},
journal = {Synth.},
volume = {196},
number = {8},
pages = {3213--3230},
year = {2019},
url = {https://doi.org/10.1007/s11229-017-1568-8},
doi = {10.1007/S11229-017-1568-8},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/synthese/DanksP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/FedorovHAFDPC19,
author = {Alex Fedorov and
R. Devon Hjelm and
Anees Abrol and
Zening Fu and
Yuhui Du and
Sergey M. Plis and
Vince D. Calhoun},
title = {Prediction of Progression to Alzheimer's disease with Deep InfoMax},
booktitle = {2019 {IEEE} {EMBS} International Conference on Biomedical {\&}
Health Informatics, {BHI} 2019, Chicago, IL, USA, May 19-22, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BHI.2019.8834630},
doi = {10.1109/BHI.2019.8834630},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/FedorovHAFDPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/SahaADRPC19,
author = {Debbrata K. Saha and
Anees Abrol and
Eswar Damaraju and
Barnaly Rashid and
Sergey M. Plis and
Vince D. Calhoun},
title = {Classification As a Criterion to Select Model Order For Dynamic Functional
Connectivity States in Rest-fMRI Data},
booktitle = {16th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2019, Venice, Italy, April 8-11, 2019},
pages = {1602--1605},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISBI.2019.8759146},
doi = {10.1109/ISBI.2019.8759146},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/SahaADRPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10931,
author = {Alex Fedorov and
R. Devon Hjelm and
Anees Abrol and
Zening Fu and
Yuhui Du and
Sergey M. Plis and
Vince D. Calhoun},
title = {Prediction of Progression to Alzheimer's disease with Deep InfoMax},
journal = {CoRR},
volume = {abs/1904.10931},
year = {2019},
url = {http://arxiv.org/abs/1904.10931},
eprinttype = {arXiv},
eprint = {1904.10931},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12913,
author = {Hafiz Imtiaz and
Jafar Mohammadi and
Rogers F. Silva and
Bradley T. Baker and
Sergey M. Plis and
Anand D. Sarwate and
Vince D. Calhoun},
title = {Improved Differentially Private Decentralized Source Separation for
fMRI Data},
journal = {CoRR},
volume = {abs/1910.12913},
year = {2019},
url = {http://arxiv.org/abs/1910.12913},
eprinttype = {arXiv},
eprint = {1910.12913},
timestamp = {Fri, 17 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-12913.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-04048,
author = {Rogers F. Silva and
Sergey M. Plis and
T{\"{u}}lay Adali and
Marios S. Pattichis and
Vince D. Calhoun},
title = {Multidataset Independent Subspace Analysis with Application to Multimodal
Fusion},
journal = {CoRR},
volume = {abs/1911.04048},
year = {2019},
url = {http://arxiv.org/abs/1911.04048},
eprinttype = {arXiv},
eprint = {1911.04048},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06813,
author = {Usman Mahmood and
Md Mahfuzur Rahman and
Alex Fedorov and
Zening Fu and
Sergey M. Plis},
title = {Transfer Learning of fMRI Dynamics},
journal = {CoRR},
volume = {abs/1911.06813},
year = {2019},
url = {http://arxiv.org/abs/1911.06813},
eprinttype = {arXiv},
eprint = {1911.06813},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06813.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03130,
author = {Usman Mahmood and
Md Mahfuzur Rahman and
Alex Fedorov and
Zening Fu and
Vince D. Calhoun and
Sergey M. Plis},
title = {Learnt dynamics generalizes across tasks, datasets, and populations},
journal = {CoRR},
volume = {abs/1912.03130},
year = {2019},
url = {http://arxiv.org/abs/1912.03130},
eprinttype = {arXiv},
eprint = {1912.03130},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03130.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-03896,
author = {Nicolas Gillis and
Riyasat Ohib and
Sergey M. Plis and
Vamsi K. Potluru},
title = {Grouped sparse projection},
journal = {CoRR},
volume = {abs/1912.03896},
year = {2019},
url = {http://arxiv.org/abs/1912.03896},
eprinttype = {arXiv},
eprint = {1912.03896},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-03896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/GazulaBDPPSC18,
author = {Harshvardhan Gazula and
Bradley T. Baker and
Eswar Damaraju and
Sergey M. Plis and
Sandeep R. Panta and
Rogers F. Silva and
Vince D. Calhoun},
title = {Decentralized Analysis of Brain Imaging Data: Voxel-Based Morphometry
and Dynamic Functional Network Connectivity},
journal = {Frontiers Neuroinformatics},
volume = {12},
pages = {55},
year = {2018},
url = {https://doi.org/10.3389/fninf.2018.00055},
doi = {10.3389/FNINF.2018.00055},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fini/GazulaBDPPSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/PlisACHDLBCPC18,
author = {Sergey M. Plis and
Md Faijul Amin and
Adam Chekroud and
R. Devon Hjelm and
Eswar Damaraju and
Hyo Jong Lee and
Juan R. Bustillo and
KyungHyun Cho and
Godfrey D. Pearlson and
Vince D. Calhoun},
title = {Reading the (functional) writing on the (structural) wall: Multimodal
fusion of brain structure and function via a deep neural network based
translation approach reveals novel impairments in schizophrenia},
journal = {NeuroImage},
volume = {181},
pages = {734--747},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.07.047},
doi = {10.1016/J.NEUROIMAGE.2018.07.047},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/PlisACHDLBCPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaaiss/PavlovKP18,
author = {Mikhail Pavlov and
Sergey Kolesnikov and
Sergey M. Plis},
title = {Run, Skeleton, Run: Skeletal Model in a Physics-Based Simulation},
booktitle = {2018 {AAAI} Spring Symposia, Stanford University, Palo Alto, California,
USA, March 26-28, 2018},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/SSS/SSS18/paper/view/17515},
timestamp = {Tue, 08 Jan 2019 14:37:15 +0100},
biburl = {https://dblp.org/rec/conf/aaaiss/PavlovKP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00361,
author = {Lukasz Kidzinski and
Sharada Prasanna Mohanty and
Carmichael F. Ong and
Zhewei Huang and
Shuchang Zhou and
Anton Pechenko and
Adam Stelmaszczyk and
Piotr Jarosik and
Mikhail Pavlov and
Sergey Kolesnikov and
Sergey M. Plis and
Zhibo Chen and
Zhizheng Zhang and
Jiale Chen and
Jun Shi and
Zhuobin Zheng and
Chun Yuan and
Zhihui Lin and
Henryk Michalewski and
Piotr Milos and
Blazej Osinski and
Andrew Melnik and
Malte Schilling and
Helge J. Ritter and
Sean F. Carroll and
Jennifer L. Hicks and
Sergey Levine and
Marcel Salath{\'{e}} and
Scott L. Delp},
title = {Learning to Run challenge solutions: Adapting reinforcement learning
methods for neuromusculoskeletal environments},
journal = {CoRR},
volume = {abs/1804.00361},
year = {2018},
url = {http://arxiv.org/abs/1804.00361},
eprinttype = {arXiv},
eprint = {1804.00361},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-04591,
author = {Alvaro Ulloa and
Sergey M. Plis and
Vince D. Calhoun},
title = {Improving Classification Rate of Schizophrenia Using a Multimodal
Multi-Layer Perceptron Model with Structural and Functional {MR}},
journal = {CoRR},
volume = {abs/1804.04591},
year = {2018},
url = {http://arxiv.org/abs/1804.04591},
eprinttype = {arXiv},
eprint = {1804.04591},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-04591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/HyttinenPJED17,
author = {Antti Hyttinen and
Sergey M. Plis and
Matti J{\"{a}}rvisalo and
Frederick Eberhardt and
David Danks},
title = {A constraint optimization approach to causal discovery from subsampled
time series data},
journal = {Int. J. Approx. Reason.},
volume = {90},
pages = {208--225},
year = {2017},
url = {https://doi.org/10.1016/j.ijar.2017.07.009},
doi = {10.1016/J.IJAR.2017.07.009},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/HyttinenPJED17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ArbabshiraniPSC17,
author = {Mohammad R. Arbabshirani and
Sergey M. Plis and
Jing Sui and
Vince D. Calhoun},
title = {Single subject prediction of brain disorders in neuroimaging: Promises
and pitfalls},
journal = {NeuroImage},
volume = {145},
pages = {137--165},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2016.02.079},
doi = {10.1016/J.NEUROIMAGE.2016.02.079},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/ArbabshiraniPSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/JangPCL17,
author = {Hojin Jang and
Sergey M. Plis and
Vince D. Calhoun and
Jong{-}Hwan Lee},
title = {Task-specific feature extraction and classification of fMRI volumes
using a deep neural network initialized with a deep belief network:
Evaluation using sensorimotor tasks},
journal = {NeuroImage},
volume = {145},
pages = {314--328},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2016.04.003},
doi = {10.1016/J.NEUROIMAGE.2016.04.003},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/JangPCL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WojtalewiczSCSP17,
author = {Nikolas P. Wojtalewicz and
Rogers F. Silva and
Vince D. Calhoun and
Anand D. Sarwate and
Sergey M. Plis},
title = {Decentralized independent vector analysis},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {826--830},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952271},
doi = {10.1109/ICASSP.2017.7952271},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/WojtalewiczSCSP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CalhounAHDP17,
author = {Vince D. Calhoun and
Md Faijul Amin and
R. Devon Hjelm and
Eswar Damaraju and
Sergey M. Plis},
title = {A deep-learning approach to translate between brain structure and
functional connectivity},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {6155--6159},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953339},
doi = {10.1109/ICASSP.2017.7953339},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/CalhounAHDP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SahaCPP17,
author = {Debbrata K. Saha and
Vince D. Calhoun and
Sandeep R. Panta and
Sergey M. Plis},
editor = {Carles Sierra},
title = {See without looking: joint visualization of sensitive multi-site datasets},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {2672--2678},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/372},
doi = {10.24963/IJCAI.2017/372},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SahaCPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LewisPC17,
author = {Noah Lewis and
Sergey M. Plis and
Vince D. Calhoun},
title = {Cooperative learning: Decentralized data neural network},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {324--331},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7965872},
doi = {10.1109/IJCNN.2017.7965872},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LewisPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FedorovJDOCP17,
author = {Alex Fedorov and
Jeremy Johnson and
Eswar Damaraju and
Alexei Ozerin and
Vince D. Calhoun and
Sergey M. Plis},
title = {End-to-end learning of brain tissue segmentation from imperfect labeling},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {3785--3792},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966333},
doi = {10.1109/IJCNN.2017.7966333},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/FedorovJDOCP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/YanPCLJJS17,
author = {Weizheng Yan and
Sergey M. Plis and
Vince D. Calhoun and
Shengfeng Liu and
Rongtao Jiang and
Tian{-}Zi Jiang and
Jing Sui},
editor = {Naonori Ueda and
Shinji Watanabe and
Tomoko Matsui and
Jen{-}Tzung Chien and
Jan Larsen},
title = {Discriminating schizophrenia from normal controls using resting state
functional network connectivity: {A} deep neural network and layer-wise
relevance propagation method},
booktitle = {27th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2017, Tokyo, Japan, September 25-28, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MLSP.2017.8168179},
doi = {10.1109/MLSP.2017.8168179},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/YanPCLJJS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-00457,
author = {Alex Fedorov and
Eswar Damaraju and
Vince D. Calhoun and
Sergey M. Plis},
title = {Almost instant brain atlas segmentation for large-scale studies},
journal = {CoRR},
volume = {abs/1711.00457},
year = {2017},
url = {http://arxiv.org/abs/1711.00457},
eprinttype = {arXiv},
eprint = {1711.00457},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-00457.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-06922,
author = {Mikhail Pavlov and
Sergey Kolesnikov and
Sergey M. Plis},
title = {Run, skeleton, run: skeletal model in a physics-based simulation},
journal = {CoRR},
volume = {abs/1711.06922},
year = {2017},
url = {http://arxiv.org/abs/1711.06922},
eprinttype = {arXiv},
eprint = {1711.06922},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-06922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/f1000research/MingVSKRKSPTPC17,
author = {Jing Ming and
Eric Verner and
Anand D. Sarwate and
Ross Kelly and
Cory Reed and
Torran Kahleck and
Rogers F. Silva and
Sandeep R. Panta and
Jessica A. Turner and
Sergey M. Plis and
Vince D. Calhoun},
title = {{COINSTAC:} Decentralizing the future of brain imaging analysis},
journal = {F1000Research},
volume = {6},
pages = {1512},
year = {2017},
url = {https://doi.org/10.12688/f1000research.12353.1},
doi = {10.12688/F1000RESEARCH.12353.1},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/f1000research/MingVSKRKSPTPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/PantaWFKSBKKMWT16,
author = {Sandeep R. Panta and
Runtang Wang and
Jill Fries and
Ravi Kalyanam and
Nicole K. Speer and
Marie T. Banich and
Kent A. Kiehl and
Margaret D. King and
Michael P. Milham and
Tor D. Wager and
Jessica A. Turner and
Sergey M. Plis and
Vince D. Calhoun},
title = {A Tool for Interactive Data Visualization: Application to Over 10,
000 Brain Imaging and Phantom {MRI} Data Sets},
journal = {Frontiers Neuroinformatics},
volume = {10},
pages = {9},
year = {2016},
url = {https://doi.org/10.3389/fninf.2016.00009},
doi = {10.3389/FNINF.2016.00009},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fini/PantaWFKSBKKMWT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/SilvaPSPAC16,
author = {Rogers F. Silva and
Sergey M. Plis and
Jing Sui and
Marios S. Pattichis and
T{\"{u}}lay Adali and
Vince D. Calhoun},
title = {Blind Source Separation for Unimodal and Multimodal Brain Networks:
{A} Unifying Framework for Subspace Modeling},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {10},
number = {7},
pages = {1134--1149},
year = {2016},
url = {https://doi.org/10.1109/JSTSP.2016.2594945},
doi = {10.1109/JSTSP.2016.2594945},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jstsp/SilvaPSPAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ciss/ImtiazSBPSC16,
author = {Hafiz Imtiaz and
Rogers F. Silva and
Bradley T. Baker and
Sergey M. Plis and
Anand D. Sarwate and
Vince D. Calhoun},
title = {Privacy-preserving source separation for distributed data using independent
component analysis},
booktitle = {2016 Annual Conference on Information Science and Systems, {CISS}
2016, Princeton, NJ, USA, March 16-18, 2016},
pages = {123--127},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/CISS.2016.7460488},
doi = {10.1109/CISS.2016.7460488},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ciss/ImtiazSBPSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/XiePS16,
author = {Liyang Xie and
Sergey M. Plis and
Anand D. Sarwate},
title = {Data-weighted ensemble learning for privacy-preserving distributed
learning},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {2309--2313},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472089},
doi = {10.1109/ICASSP.2016.7472089},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/XiePS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pgm/HyttinenPJED16,
author = {Antti Hyttinen and
Sergey M. Plis and
Matti J{\"{a}}rvisalo and
Frederick Eberhardt and
David Danks},
editor = {Alessandro Antonucci and
Giorgio Corani and
Cassio Polpo de Campos},
title = {Causal Discovery from Subsampled Time Series Data by Constraint Optimization},
booktitle = {Probabilistic Graphical Models - Eighth International Conference,
{PGM} 2016, Lugano, Switzerland, September 6-9, 2016. Proceedings},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {52},
pages = {216--227},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v52/hyttinen16.html},
timestamp = {Tue, 19 Jan 2021 13:09:20 +0100},
biburl = {https://dblp.org/rec/conf/pgm/HyttinenPJED16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssiai/AminPDHCC16,
author = {Md Faijul Amin and
Sergey M. Plis and
Eswar Damaraju and
R. Devon Hjelm and
Kyunghyun Cho and
Vince D. Calhoun},
title = {Multimodal fusion of brain structural and functional imaging with
a deep neural machine translation approach},
booktitle = {2016 {IEEE} Southwest Symposium on Image Analysis and Interpretation,
{SSIAI} 2016, Santa Fe, NM, USA, March 6-8, 2016},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/SSIAI.2016.7459160},
doi = {10.1109/SSIAI.2016.7459160},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssiai/AminPDHCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HyttinenPJED16,
author = {Antti Hyttinen and
Sergey M. Plis and
Matti J{\"{a}}rvisalo and
Frederick Eberhardt and
David Danks},
title = {Causal Discovery from Subsampled Time Series Data by Constraint Optimization},
journal = {CoRR},
volume = {abs/1602.07970},
year = {2016},
url = {http://arxiv.org/abs/1602.07970},
eprinttype = {arXiv},
eprint = {1602.07970},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HyttinenPJED16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HjelmPC16,
author = {R. Devon Hjelm and
Sergey M. Plis and
Vince D. Calhoun},
title = {Variational Autoencoders for Feature Detection of Magnetic Resonance
Imaging Data},
journal = {CoRR},
volume = {abs/1603.06624},
year = {2016},
url = {http://arxiv.org/abs/1603.06624},
eprinttype = {arXiv},
eprint = {1603.06624},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HjelmPC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HjelmPC16a,
author = {R. Devon Hjelm and
Sergey M. Plis and
Vince D. Calhoun},
title = {Recurrent Neural Networks for Spatiotemporal Dynamics of Intrinsic
Networks from fMRI Data},
journal = {CoRR},
volume = {abs/1611.00864},
year = {2016},
url = {http://arxiv.org/abs/1611.00864},
eprinttype = {arXiv},
eprint = {1611.00864},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HjelmPC16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FedorovJDOCP16,
author = {Alex Fedorov and
Jeremy Johnson and
Eswar Damaraju and
Alexei Ozerin and
Vince D. Calhoun and
Sergey M. Plis},
title = {End-to-end learning of brain tissue segmentation from imperfect labeling},
journal = {CoRR},
volume = {abs/1612.00940},
year = {2016},
url = {http://arxiv.org/abs/1612.00940},
eprinttype = {arXiv},
eprint = {1612.00940},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FedorovJDOCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/CastroUPTC15,
author = {Eduardo Castro and
Alvaro Ulloa and
Sergey M. Plis and
Jessica A. Turner and
Vince D. Calhoun},
title = {Generation of synthetic structural magnetic resonance images for deep
learning pre-training},
booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2015, Brooklyn, NY, USA, April 16-19, 2015},
pages = {1057--1060},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ISBI.2015.7164053},
doi = {10.1109/ISBI.2015.7164053},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/CastroUPTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BakerSCSP15,
author = {Bradley T. Baker and
Rogers F. Silva and
Vince D. Calhoun and
Anand D. Sarwate and
Sergey M. Plis},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Large scale collaboration with autonomy: Decentralized data {ICA}},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324344},
doi = {10.1109/MLSP.2015.7324344},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/BakerSCSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/CastroHPDTC15,
author = {Eduardo Castro and
R. Devon Hjelm and
Sergey M. Plis and
Laurent Dinh and
Jessica A. Turner and
Vince D. Calhoun},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Deep independence network analysis of structural brain imaging: {A}
simulation study},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324318},
doi = {10.1109/MLSP.2015.7324318},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/CastroHPDTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/UlloaPEC15,
author = {Alvaro Ulloa and
Sergey M. Plis and
Erik B. Erhardt and
Vince D. Calhoun},
editor = {Deniz Erdogmus and
Murat Ak{\c{c}}akaya and
Suleyman Serdar Kozat and
Jan Larsen},
title = {Synthetic structural magnetic resonance image generator improves deep
learning prediction of schizophrenia},
booktitle = {25th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2015, Boston, MA, USA, September 17-20, 2015},
pages = {1--6},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/MLSP.2015.7324379},
doi = {10.1109/MLSP.2015.7324379},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/UlloaPEC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/PlisDFC15,
author = {Sergey M. Plis and
David Danks and
Cynthia Freeman and
Vince D. Calhoun},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Rate-Agnostic (Causal) Structure Learning},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {3303--3311},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/e0ab531ec312161511493b002f9be2ee-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/PlisDFC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/PlisDY15,
author = {Sergey M. Plis and
David Danks and
Jianyu Yang},
editor = {Marina Meila and
Tom Heskes},
title = {Mesochronal Structure Learning},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {702--711},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/302.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/PlisDY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/SarwatePTAC14,
author = {Anand D. Sarwate and
Sergey M. Plis and
Jessica A. Turner and
Mohammad Arbabshirani and
Vince D. Calhoun},
title = {Sharing privacy-sensitive access to neuroimaging and genetics data:
a review and preliminary validation},
journal = {Frontiers Neuroinformatics},
volume = {8},
pages = {35},
year = {2014},
url = {https://doi.org/10.3389/fninf.2014.00035},
doi = {10.3389/FNINF.2014.00035},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fini/SarwatePTAC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HusterPLCH14,
author = {Ren{\'{e}} J. Huster and
Sergey M. Plis and
Christina F. Lavallee and
Vince D. Calhoun and
Christoph S. Herrmann},
title = {Functional and effective connectivity of stopping},
journal = {NeuroImage},
volume = {94},
pages = {120--128},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.02.034},
doi = {10.1016/J.NEUROIMAGE.2014.02.034},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HusterPLCH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HjelmCSAAP14,
author = {R. Devon Hjelm and
Vince D. Calhoun and
Ruslan Salakhutdinov and
Elena A. Allen and
T{\"{u}}lay Adali and
Sergey M. Plis},
title = {Restricted Boltzmann machines for neuroimaging: An application in
identifying intrinsic networks},
journal = {NeuroImage},
volume = {96},
pages = {245--260},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.03.048},
doi = {10.1016/J.NEUROIMAGE.2014.03.048},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HjelmCSAAP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/PlisSLRCPHMSWC14,
author = {Sergey M. Plis and
Jing Sui and
Terran Lane and
Sushmita Roy and
Vincent P. Clark and
Vamsi K. Potluru and
Ren{\'{e}} J. Huster and
Andrew Michael and
Scott R. Sponheim and
Michael P. Weisend and
Vince D. Calhoun},
title = {High-order interactions observed in multi-task intrinsic networks
are dominant indicators of aberrant brain function in schizophrenia},
journal = {NeuroImage},
volume = {102},
pages = {35--48},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2013.07.041},
doi = {10.1016/J.NEUROIMAGE.2013.07.041},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/PlisSLRCPHMSWC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SilvaPAC14,
author = {Rogers F. Silva and
Sergey M. Plis and
T{\"{u}}lay Adali and
Vince D. Calhoun},
title = {A statistically motivated framework for simulation of stochastic data
fusion models applied to multimodal neuroimaging},
journal = {NeuroImage},
volume = {102},
pages = {92--117},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.04.035},
doi = {10.1016/J.NEUROIMAGE.2014.04.035},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/SilvaPAC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ArbabshiraniDPP14,
author = {Mohammad R. Arbabshirani and
Eswar Damaraju and
Ronald Phlypo and
Sergey M. Plis and
Elena A. Allen and
Sai Ma and
Daniel H. Mathalon and
Adrian Preda and
Jatin G. Vaidya and
T{\"{u}}lay Adali and
Vince D. Calhoun},
title = {Impact of autocorrelation on functional connectivity},
journal = {NeuroImage},
volume = {102},
pages = {294--308},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2014.07.045},
doi = {10.1016/J.NEUROIMAGE.2014.07.045},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/ArbabshiraniDPP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SilvaPAC14,
author = {Rogers F. Silva and
Sergey M. Plis and
T{\"{u}}lay Adali and
Vince D. Calhoun},
title = {Multidataset independent subspace analysis extends independent vector
analysis},
booktitle = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
Paris, France, October 27-30, 2014},
pages = {2864--2868},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICIP.2014.7025579},
doi = {10.1109/ICIP.2014.7025579},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/SilvaPAC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/SilvaCGCAPPC14,
author = {Rogers F. Silva and
Eduardo Castro and
Cota Navin Gupta and
Mustafa S. {\c{C}}etin and
Mohammad Arbabshirani and
Vamsi K. Potluru and
Sergey M. Plis and
Vince D. Calhoun},
title = {The tenth annual {MLSP} competition: Schizophrenia classification
challenge},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2014, Reims, France, September 21-24, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/MLSP.2014.6958889},
doi = {10.1109/MLSP.2014.6958889},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlsp/SilvaCGCAPPC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/PlisHSC13,
author = {Sergey M. Plis and
R. Devon Hjelm and
Ruslan Salakhutdinov and
Vince D. Calhoun},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Deep learning for neuroimaging: a validation study},
booktitle = {2nd International Conference on Learning Representations, {ICLR} 2014,
Banff, AB, Canada, April 14-16, 2014, Workshop Track Proceedings},
year = {2014},
url = {http://arxiv.org/abs/1312.5847},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PlisHSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/abs-1301-3527,
author = {Vamsi K. Potluru and
Sergey M. Plis and
Jonathan Le Roux and
Barak A. Pearlmutter and
Vince D. Calhoun and
Thomas P. Hayes},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Block Coordinate Descent for Sparse {NMF}},
booktitle = {1st International Conference on Learning Representations, {ICLR} 2013,
Scottsdale, Arizona, USA, May 2-4, 2013, Conference Track Proceedings},
year = {2013},
url = {http://arxiv.org/abs/1301.3527},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-3527.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/PlisWDEMCLC11,
author = {Sergey M. Plis and
Michael P. Weisend and
Eswar Damaraju and
Tom Eichele and
Andy R. Mayer and
Vincent P. Clark and
Terran Lane and
Vince D. Calhoun},
title = {Effective connectivity analysis of fMRI and {MEG} data collected under
identical paradigms},
journal = {Comput. Biol. Medicine},
volume = {41},
number = {12},
pages = {1156--1165},
year = {2011},
url = {https://doi.org/10.1016/j.compbiomed.2011.04.011},
doi = {10.1016/J.COMPBIOMED.2011.04.011},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/PlisWDEMCLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/PlisPLC11,
author = {Sergey M. Plis and
Vamsi K. Potluru and
Terran Lane and
Vince D. Calhoun},
title = {Correlated Noise: How it Breaks NMF, and What to Do About it},
journal = {J. Signal Process. Syst.},
volume = {65},
number = {3},
pages = {351--359},
year = {2011},
url = {https://doi.org/10.1007/s11265-010-0511-8},
doi = {10.1007/S11265-010-0511-8},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/PlisPLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/PotluruPLCH11,
author = {Vamsi K. Potluru and
Sergey M. Plis and
Shuang Luan and
Vince D. Calhoun and
Thomas P. Hayes},
title = {Sparseness and a reduction from Totally Nonnegative Least Squares
to {SVM}},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {1922--1929},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033459},
doi = {10.1109/IJCNN.2011.6033459},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/PotluruPLCH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/PlisMLC11,
author = {Sergey M. Plis and
Stephen McCracken and
Terran Lane and
Vince D. Calhoun},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Directional Statistics on Permutations},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {600--608},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/plis11a/plis11a.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/PlisMLC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/PlisCEWL10,
author = {Sergey M. Plis and
Vince D. Calhoun and
Tom Eichele and
Michael P. Weisend and
Terran Lane},
title = {{MEG} and fMRI fusion for nonlinear estimation of neural and {BOLD}
signal changes},
journal = {Frontiers Neuroinformatics},
volume = {4},
pages = {114},
year = {2010},
url = {https://doi.org/10.3389/fninf.2010.00114},
doi = {10.3389/FNINF.2010.00114},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/PlisCEWL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PlisLC10,
author = {Sergey M. Plis and
Terran Lane and
Vince D. Calhoun},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Permutations as Angular Data: Efficient Inference in Factorial Spaces},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {403--410},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.122},
doi = {10.1109/ICDM.2010.122},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/PlisLC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Besada-PortasPCL10,
author = {Eva Besada{-}Portas and
Sergey M. Plis and
Jes{\'{u}}s Manuel de la Cruz and
Terran Lane},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Adaptive Parallel/Serial Sampling Mechanisms for Particle Filtering
in Dynamic Bayesian Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6321},
pages = {119--134},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15880-3\_14},
doi = {10.1007/978-3-642-15880-3\_14},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Besada-PortasPCL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Besada-PortasPCL09,
author = {Eva Besada{-}Portas and
Sergey M. Plis and
Jes{\'{u}}s Manuel de la Cruz and
Terran Lane},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian
Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5781},
pages = {131--146},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04180-8\_26},
doi = {10.1007/978-3-642-04180-8\_26},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Besada-PortasPCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PotluruPMCL09,
author = {Vamsi K. Potluru and
Sergey M. Plis and
Morten M{\o}rup and
Vincent D. Calhoun and
Terran Lane},
title = {Efficient Multiplicative Updates for Support Vector Machines},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2009, April 30 - May 2, 2009, Sparks, Nevada, {USA}},
pages = {1220--1231},
publisher = {{SIAM}},
year = {2009},
url = {https://doi.org/10.1137/1.9781611972795.104},
doi = {10.1137/1.9781611972795.104},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PotluruPMCL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0902-4228,
author = {Vamsi K. Potluru and
Sergey M. Plis and
Morten M{\o}rup and
Vince D. Calhoun and
Terran Lane},
title = {Multiplicative updates For Non-Negative Kernel {SVM}},
journal = {CoRR},
volume = {abs/0902.4228},
year = {2009},
url = {http://arxiv.org/abs/0902.4228},
eprinttype = {arXiv},
eprint = {0902.4228},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0902-4228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/JunGKPPRS08,
author = {Sung C. Jun and
John S. George and
Woohan Kim and
E. Juliana Par{\'{e}}{-}Blagoev and
Sergey M. Plis and
Douglas M. Ranken and
David M. Schmidt},
title = {Bayesian brain source imaging based on combined {MEG/EEG} and fMRI
using {MCMC}},
journal = {NeuroImage},
volume = {40},
number = {4},
pages = {1581--1594},
year = {2008},
url = {https://doi.org/10.1016/j.neuroimage.2007.12.029},
doi = {10.1016/J.NEUROIMAGE.2007.12.029},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/JunGKPPRS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PlisSJR06,
author = {Sergey M. Plis and
David M. Schmidt and
Sung C. Jun and
Douglas M. Ranken},
title = {A generalized spatiotemporal covariance model for stationary background
in analysis of {MEG} data},
booktitle = {28th International Conference of the {IEEE} Engineering in Medicine
and Biology Society, {EMBC} 2006, New York City, NY, USA, August 30
- September 3, 2006, Main Volume},
pages = {3680--3683},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IEMBS.2006.260241},
doi = {10.1109/IEMBS.2006.260241},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/PlisSJR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/JunGPPRSW05,
author = {Sung C. Jun and
John S. George and
E. Juliana Par{\'{e}}{-}Blagoev and
Sergey M. Plis and
Douglas M. Ranken and
David M. Schmidt and
C. C. Wood},
title = {Spatiotemporal Bayesian inference dipole analysis for {MEG} neuroimaging
data},
journal = {NeuroImage},
volume = {28},
number = {1},
pages = {84--98},
year = {2005},
url = {https://doi.org/10.1016/j.neuroimage.2005.06.003},
doi = {10.1016/J.NEUROIMAGE.2005.06.003},
timestamp = {Wed, 16 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/JunGPPRSW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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