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export results for "toc:db/conf/mlhc/mlhc2016.bht:"
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@inproceedings{DBLP:conf/mlhc/AhmedTBKDDB16,
author = {Bilal Ahmed and
Thomas Thesen and
Karen E. Blackmon and
Ruben Kuzniecky and
Orrin Devinsky and
Jennifer G. Dy and
Carla E. Brodley},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect
Cortical Lesions in Cryptogenic Epilepsy},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {115--133},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Ahmed16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/AhmedTBKDDB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/ChoiBSSS16,
author = {Edward Choi and
Mohammad Taha Bahadori and
Andy Schuetz and
Walter F. Stewart and
Jimeng Sun},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Doctor {AI:} Predicting Clinical Events via Recurrent Neural Networks},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {301--318},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Choi16.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/ChoiBSSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/FutomaSCH16,
author = {Joseph Futoma and
Mark P. Sendak and
Blake Cameron and
Katherine A. Heller},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Predicting Disease Progression with a Model for Multivariate Longitudinal
Clinical Data},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {42--54},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Futoma16.html},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/FutomaSCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/GeorgatzisWH16,
author = {Konstantinos Georgatzis and
Christopher K. I. Williams and
Christopher Hawthorne},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Input-Output Non-Linear Dynamical Systems applied to Physiological
Condition Monitoring},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {1--16},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Georgatzis16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/GeorgatzisWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/GhassemiSMSHG16,
author = {Marzyeh Ghassemi and
Zeeshan Syed and
Daryush D. Mehta and
Jarrad H. Van Stan and
Robert E. Hillman and
John V. Guttag},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Uncovering Voice Misuse Using Symbolic Mismatch},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {239--252},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Ghassemi16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/GhassemiSMSHG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/HalpernHS16,
author = {Yoni Halpern and
Steven Horng and
David A. Sontag},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Clinical Tagging with Joint Probabilistic Models},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {209--225},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Halpern16.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/HalpernHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/JoshiGSG16,
author = {Shalmali Joshi and
Suriya Gunasekar and
David A. Sontag and
Joydeep Ghosh},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Identifiable Phenotyping using Constrained Non-Negative Matrix Factorization},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {17--41},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Joshi16.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/JoshiGSG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/LiptonKW16,
author = {Zachary C. Lipton and
David C. Kale and
Randall C. Wetzel},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Directly Modeling Missing Data in Sequences with RNNs: Improved Classification
of Clinical Time Series},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {253--270},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Lipton16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/LiptonKW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/LiuSGCCLS16,
author = {Yun Liu and
Collin M. Stultz and
John V. Guttag and
Kun{-}Ta Chuang and
Fu{-}Wen Liang and
Huey{-}Jen Su},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Transferring Knowledge from Text to Predict Disease Onset},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {150--163},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Liu16.html},
timestamp = {Mon, 25 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/LiuSGCCLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/QuinnNMBLA16,
author = {John A. Quinn and
Rose Nakasi and
Pius K. B. Mugagga and
Patrick Byanyima and
William Lubega and
Alfred Andama},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Deep Convolutional Neural Networks for Microscopy-Based Point of Care
Diagnostics},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {271--281},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Quinn16.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/QuinnNMBLA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/RanganathPEB16,
author = {Rajesh Ranganath and
Adler J. Perotte and
No{\'{e}}mie Elhadad and
David M. Blei},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Deep Survival Analysis},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {101--114},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Ranganath16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/RanganathPEB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/RazavianMS16,
author = {Narges Razavian and
Jake Marcus and
David A. Sontag},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Multi-task Prediction of Disease Onsets from Longitudinal Laboratory
Tests},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {73--100},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Razavian16.html},
timestamp = {Fri, 15 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/RazavianMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/RoseL16,
author = {Rhiannon V. Rose and
Daniel J. Lizotte},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {134--149},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Rose16.html},
timestamp = {Tue, 19 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/RoseL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/SchufflerSMRTF16,
author = {Peter J. Sch{\"{u}}ffler and
Judy Sarungbam and
Hassan Muhammad and
Ed Reznik and
Satish K. Tickoo and
Thomas J. Fuchs},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Mitochondria-based Renal Cell Carcinoma Subtyping: Learning from Deep
vs. Flat Feature Representations},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {191--208},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Schuffler16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/SchufflerSMRTF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/ThodoroffPL16,
author = {Pierre Thodoroff and
Joelle Pineau and
Andrew Lim},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Learning Robust Features using Deep Learning for Automatic Seizure
Detection},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {178--190},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Thodoroff16.html},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/ThodoroffPL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/TranLPMRV16,
author = {Truyen Tran and
Wei Luo and
Dinh Q. Phung and
Jonathan Morris and
Kristen Rickard and
Svetha Venkatesh},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Preterm Birth Prediction: Stable Selection of Interpretable Rules
from High Dimensional Data},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {164--177},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Tran16.html},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mlhc/TranLPMRV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/VovshaSRKRRRHDT16,
author = {Ilia Vovsha and
Ansaf Salleb{-}Aouissi and
Anita Raja and
Thomas Koch and
Alex Rybchuk and
Axinia Radeva and
Ashwath Rajan and
Yiwen Huang and
Hatim Diab and
Ashish Tomar and
Ronald J. Wapner},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Using Kernel Methods and Model Selection for Prediction of Preterm
Birth},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {55--72},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Vovsha16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/VovshaSRKRRRHDT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/XuXS16,
author = {Yanbo Xu and
Yanxun Xu and
Suchi Saria},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {A Non-parametric Bayesian Approach for Estimating Treatment-Response
Curves from Sparse Time Series},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {282--300},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Xu16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/XuXS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/ZhangKEB16,
author = {Cheng Zhang and
Hedvig Kjellstr{\"{o}}m and
Carl Henrik Ek and
Bo C. Bertilson},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Diagnostic Prediction Using Discomfort Drawings with {IBTM}},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {226--238},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Zhang16.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/ZhangKEB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mlhc/2016,
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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