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ORCIDBibTeX records: Huy Hoang Nguyen
@article{DBLP:journals/tmi/NguyenBST24,
author = {Huy Hoang Nguyen and
Matthew B. Blaschko and
Simo Saarakkala and
Aleksei Tiulpin},
title = {Clinically-Inspired Multi-Agent Transformers for Disease Trajectory
Forecasting From Multimodal Data},
journal = {{IEEE} Trans. Medical Imaging},
volume = {43},
number = {1},
pages = {529--541},
year = {2024},
url = {https://doi.org/10.1109/TMI.2023.3312524},
doi = {10.1109/TMI.2023.3312524},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmi/NguyenBST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adhocnets/NguyenPDH23,
author = {Huy Hoang Nguyen and
Xuan Thanh Pham and
Van{-}Sang Doan and
Manh Kha Hoang},
editor = {Nguyen Thi Dieu Linh and
Manh Kha Hoang and
Trong Hop Dang},
title = {Combining {MUSIC} Algorithm and Adaptive Beamforming to Improve Online
Call Quality},
booktitle = {Ad Hoc Networks - 14th {EAI} International Conference, AdHocNets 2023,
Hanoi, Vietnam, November 10-11, 2023, Proceedings},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {558},
pages = {3--14},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-55993-8\_1},
doi = {10.1007/978-3-031-55993-8\_1},
timestamp = {Fri, 19 Apr 2024 15:29:26 +0200},
biburl = {https://dblp.org/rec/conf/adhocnets/NguyenPDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/KowlagiNMSMKT23,
author = {Narasimharao Kowlagi and
Huy Hoang Nguyen and
Terence McSweeney and
Simo Saarakkala and
Juhani M{\"{a}}{\"{a}}tt{\"{a}} and
Jaro Karppinen and
Aleksei Tiulpin},
title = {A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine
Mri Using Deep Learning},
booktitle = {20th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2023, Cartagena, Colombia, April 18-21, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISBI53787.2023.10230814},
doi = {10.1109/ISBI53787.2023.10230814},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/KowlagiNMSMKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13982,
author = {Thanh Duc Hoang and
Do Viet Tung and
Duy{-}Hung Nguyen and
Bao{-}Sinh Nguyen and
Huy Hoang Nguyen and
Hung Le},
title = {Universal Graph Continual Learning},
journal = {CoRR},
volume = {abs/2308.13982},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13982},
doi = {10.48550/ARXIV.2308.13982},
eprinttype = {arXiv},
eprint = {2308.13982},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13982.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aips/PhamHVN22,
author = {Quang Anh Pham and
Minh Ho{\`{a}}ng H{\`{a}} and
Duy Manh Vu and
Huy Hoang Nguyen},
editor = {Akshat Kumar and
Sylvie Thi{\'{e}}baux and
Pradeep Varakantham and
William Yeoh},
title = {A Hybrid Genetic Algorithm for the Vehicle Routing Problem with Roaming
Delivery Locations},
booktitle = {Proceedings of the Thirty-Second International Conference on Automated
Planning and Scheduling, {ICAPS} 2022, Singapore (virtual), June 13-24,
2022},
pages = {297--306},
publisher = {{AAAI} Press},
year = {2022},
url = {https://ojs.aaai.org/index.php/ICAPS/article/view/19813},
timestamp = {Wed, 20 Jul 2022 14:27:38 +0200},
biburl = {https://dblp.org/rec/conf/aips/PhamHVN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/NguyenSBT22,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {{CLIMAT:} Clinically-Inspired Multi-Agent Transformers for Knee Osteoarthritis
Trajectory Forecasting},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761545},
doi = {10.1109/ISBI52829.2022.9761545},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/NguyenSBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/RaisuddinNT22,
author = {Abu Mohammed Raisuddin and
Huy Hoang Nguyen and
Aleksei Tiulpin},
title = {Deep Semi-Supervised Active Learning for Knee Osteoarthritis Severity
Grading},
booktitle = {19th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2022, Kolkata, India, March 28-31, 2022},
pages = {1--5},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISBI52829.2022.9761668},
doi = {10.1109/ISBI52829.2022.9761668},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isbi/RaisuddinNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/NguyenNT22,
author = {Khanh Nguyen and
Huy Hoang Nguyen and
Aleksei Tiulpin},
editor = {Linwei Wang and
Qi Dou and
P. Thomas Fletcher and
Stefanie Speidel and
Shuo Li},
title = {AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning
for Forensic Medical Image Matching},
booktitle = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
2022 - 25th International Conference, Singapore, September 18-22,
2022, Proceedings, Part {VIII}},
series = {Lecture Notes in Computer Science},
volume = {13438},
pages = {725--735},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-16452-1\_69},
doi = {10.1007/978-3-031-16452-1\_69},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/NguyenNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-02849,
author = {Khanh Nguyen and
Huy Hoang Nguyen and
Aleksei Tiulpin},
title = {AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning
for Forensic Medical Image Matching},
journal = {CoRR},
volume = {abs/2205.02849},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.02849},
doi = {10.48550/ARXIV.2205.02849},
eprinttype = {arXiv},
eprint = {2205.02849},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-02849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13889,
author = {Huy Hoang Nguyen and
Matthew B. Blaschko and
Simo Saarakkala and
Aleksei Tiulpin},
title = {Clinically-Inspired Multi-Agent Transformers for Disease Trajectory
Forecasting from Multimodal Data},
journal = {CoRR},
volume = {abs/2210.13889},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13889},
doi = {10.48550/ARXIV.2210.13889},
eprinttype = {arXiv},
eprint = {2210.13889},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14597,
author = {Narasimharao Kowlagi and
Huy Hoang Nguyen and
Terence McSweeney and
Simo Saarakkala and
Juhani M{\"{a}}{\"{a}}tt{\"{a}} and
Jaro Karppinen and
Aleksei Tiulpin},
title = {A Stronger Baseline For Automatic Pfirrmann Grading Of Lumbar Spine
{MRI} Using Deep Learning},
journal = {CoRR},
volume = {abs/2210.14597},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14597},
doi = {10.48550/ARXIV.2210.14597},
eprinttype = {arXiv},
eprint = {2210.14597},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14597.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mapr/DoanPPNNN21,
author = {Ngoc Phu Doan and
Nguyen Duc Anh Pham and
Hung Manh Pham and
Huu Trung Nguyen and
Thuy Anh Nguyen and
Huy Hoang Nguyen},
title = {Real-time Sleeping Posture Recognition For Smart Hospital Beds},
booktitle = {International Conference on Multimedia Analysis and Pattern Recognition,
{MAPR} 2021, Hanoi, Vietnam, October 15-16, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MAPR53640.2021.9585289},
doi = {10.1109/MAPR53640.2021.9585289},
timestamp = {Wed, 03 Nov 2021 16:40:49 +0100},
biburl = {https://dblp.org/rec/conf/mapr/DoanPPNNN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mapr/NguyenHN21,
author = {Hoai Phuong Nguyen and
Thi Phuong Hoang and
Huy Hoang Nguyen},
title = {A deep learning based fracture detection in arm bone X-ray images},
booktitle = {International Conference on Multimedia Analysis and Pattern Recognition,
{MAPR} 2021, Hanoi, Vietnam, October 15-16, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/MAPR53640.2021.9585292},
doi = {10.1109/MAPR53640.2021.9585292},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mapr/NguyenHN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03642,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {DeepProg: {A} Transformer-based Framework for Predicting Disease Prognosis},
journal = {CoRR},
volume = {abs/2104.03642},
year = {2021},
url = {https://arxiv.org/abs/2104.03642},
eprinttype = {arXiv},
eprint = {2104.03642},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-03642.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/NguyenSBT20,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised
Knee Osteoarthritis Severity Grading From Plain Radiographs},
journal = {{IEEE} Trans. Medical Imaging},
volume = {39},
number = {12},
pages = {4346--4356},
year = {2020},
url = {https://doi.org/10.1109/TMI.2020.3017007},
doi = {10.1109/TMI.2020.3017007},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/NguyenSBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HoangPTLN20,
author = {Huu{-}Tin Hoang and
Chun{-}Jen Peng and
Hung Vinh Tran and
Hung Le and
Huy Hoang Nguyen},
title = {LODENet: {A} Holistic Approach to Offline Handwritten Chinese and
Japanese Text Line Recognition},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {4813--4820},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412161},
doi = {10.1109/ICPR48806.2021.9412161},
timestamp = {Fri, 07 May 2021 08:42:33 +0200},
biburl = {https://dblp.org/rec/conf/icpr/HoangPTLN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01944,
author = {Huy Hoang Nguyen and
Simo Saarakkala and
Matthew B. Blaschko and
Aleksei Tiulpin},
title = {Semixup: In- and Out-of-Manifold Regularization for Deep Semi-Supervised
Knee Osteoarthritis Severity Grading from Plain Radiographs},
journal = {CoRR},
volume = {abs/2003.01944},
year = {2020},
url = {https://arxiv.org/abs/2003.01944},
eprinttype = {arXiv},
eprint = {2003.01944},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01944.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psivt/NguyenT19,
author = {Huy Hoang Nguyen and
Thi Nhung Ta},
editor = {Chilwoo Lee and
Zhixun Su and
Akihiro Sugimoto},
title = {Turnstile Jumping Detection in Real-Time Video Surveillance},
booktitle = {Image and Video Technology - 9th Pacific-Rim Symposium, {PSIVT} 2019,
Sydney, NSW, Australia, November 18-22, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11854},
pages = {390--403},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34879-3\_30},
doi = {10.1007/978-3-030-34879-3\_30},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psivt/NguyenT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/au/Nguyen16b,
author = {Huy Hoang Nguyen},
title = {Advanced assistive control strategies for smart hospital beds},
school = {University of Technology Sydney, Australia},
year = {2016},
url = {https://hdl.handle.net/10453/90266},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/au/Nguyen16b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwcn/NguyenKS16,
author = {Huy Hoang Nguyen and
Silvia Krug and
Jochen Seitz},
title = {Simulation of 3D signal propagation based on real world terrains for
Ad-Hoc Network evaluation},
booktitle = {9th {IFIP} Wireless and Mobile Networking Conference, {WMNC} 2016,
Colmar, France, July 11-13, 2016},
pages = {131--137},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/WMNC.2016.7543980},
doi = {10.1109/WMNC.2016.7543980},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mwcn/NguyenKS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/NguyenNCN15,
author = {Huy Hoang Nguyen and
Tuan Nghia Nguyen and
Raymont Clout and
Hung T. Nguyen},
title = {A novel target following solution for the electric powered hospital
bed},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {3569--3572},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7319164},
doi = {10.1109/EMBC.2015.7319164},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/NguyenNCN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/NguyenGLB15,
author = {Huy Hoang Nguyen and
Nakul Gulati and
Youngki Lee and
Rajesh Krishna Balan},
editor = {Chenren Xu and
Pei Zhang and
Stephan Sigg},
title = {Real-time Detection Of Seat Occupancy {\&} Hogging},
booktitle = {Proceedings of the 2015 International Workshop on Internet of Things
towards Applications, IoT-App 2015, Seoul, South Korea, November 1,
2015},
pages = {29--34},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2820975.2820981},
doi = {10.1145/2820975.2820981},
timestamp = {Thu, 28 Feb 2019 17:25:24 +0100},
biburl = {https://dblp.org/rec/conf/sensys/NguyenGLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/NguyenNCN14,
author = {Huy Hoang Nguyen and
Tuan Nghia Nguyen and
Raymont Clout and
Hung T. Nguyen},
title = {An advanced control strategy of an electrical - Powered hospital bed},
booktitle = {36th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2014, Chicago, IL, USA, August
26-30, 2014},
pages = {1190--1193},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/EMBC.2014.6943809},
doi = {10.1109/EMBC.2014.6943809},
timestamp = {Wed, 13 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/embc/NguyenNCN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itiis/NguyenLKY13,
author = {Huy Hoang Nguyen and
Gueesang Lee and
Soo{-}Hyung Kim and
Hyung Jeong Yang},
title = {An Effective Orientation-based Method and Parameter Space Discretization
for Defined Object Segmentation},
journal = {{KSII} Trans. Internet Inf. Syst.},
volume = {7},
number = {12},
pages = {3180--3199},
year = {2013},
url = {https://doi.org/10.3837/tiis.2013.12.013},
doi = {10.3837/TIIS.2013.12.013},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/itiis/NguyenLKY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/NguyenNCGN13,
author = {Huy Hoang Nguyen and
Tuan Nghia Nguyen and
Raymont Clout and
Alexander Gibson and
Hung T. Nguyen},
title = {Development of an assistive patient mobile system for hospital environments},
booktitle = {35th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2013, Osaka, Japan, July 3-7,
2013},
pages = {2491--2494},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/EMBC.2013.6610045},
doi = {10.1109/EMBC.2013.6610045},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/NguyenNCGN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icuimc/NguyenPCVL13,
author = {Huy Hoang Nguyen and
Hyuk Ro Park and
Joon Seub Cha and
Le Thi Khue Van and
Gueesang Lee},
title = {Global optimization in discretized parameter space for predefined
object segmentation},
booktitle = {The 7th International Conference on Ubiquitous Information Management
and Communication, {ICUIMC} '13, Kota Kinabalu, Malaysia - January
17 - 19, 2013},
pages = {81},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2448556.2448637},
doi = {10.1145/2448556.2448637},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icuimc/NguyenPCVL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/appml/AmroucheN11,
author = {Ch{\'{e}}rif Amrouche and
Huy Hoang Nguyen},
title = {New estimates for the div, curl, grad operators and elliptic problems
with L\({}^{\mbox{1}}\)-data in the half-space},
journal = {Appl. Math. Lett.},
volume = {24},
number = {5},
pages = {697--702},
year = {2011},
url = {https://doi.org/10.1016/j.aml.2010.12.008},
doi = {10.1016/J.AML.2010.12.008},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/appml/AmroucheN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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