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@inproceedings{DBLP:conf/chil/0009TCRC23,
author = {Zhi Chen and
Sarah Tan and
Urszula Chajewska and
Cynthia Rudin and
Rich Caruana},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Missing Values and Imputation in Healthcare Data: Can Interpretable
Machine Learning Help?},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {86--99},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/chen23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/0009TCRC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/AliBCPCKP23,
author = {Sarwan Ali and
Babatunde Bello and
Prakash Chourasia and
Ria Thazhe Punathil and
Pin{-}Yu Chen and
Imdadullah Khan and
Murray Patterson},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Counterfactually Guided Policy Transfer in Clinical Settings},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {6--18},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/ali23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/AliBCPCKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/CavaLW23,
author = {William G. La Cava and
Elle Lett and
Guangya Wan},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Fair admission risk prediction with proportional multicalibration},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {350--378},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/la-cava23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/CavaLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/Chen23,
author = {George H. Chen},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {A General Framework for Visualizing Embedding Spaces of Neural Survival
Analysis Models Based on Angular Information},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {440--476},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/chen23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/Chen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/CinaRGB23,
author = {Giovanni Cin{\`{a}} and
Tabea E. R{\"{o}}ber and
Rob Goedhart and
S. Ilker Birbil},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Semantic match: Debugging feature attribution methods in {XAI} for
healthcare},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {182--190},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/cina23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/CinaRGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/DeznabiF23,
author = {Iman Deznabi and
Madalina Fiterau},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition
for Multivariate Time Series Prediction},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {509--525},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/deznabi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/DeznabiF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/HardyRK23,
author = {Hardy Hardy and
Derek Ruths and
Nicholas B. King},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Who Controlled the Evidence? Question Answering for Disclosure Information
Extraction},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {340--349},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/hardy23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/HardyRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/HwangYKDKYC23,
author = {Hyeonji Hwang and
Seongjun Yang and
Daeyoung Kim and
Radhika Dua and
Jong{-}Yeup Kim and
Eunho Yang and
Edward Choi},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Towards the Practical Utility of Federated Learning in the Medical
Domain},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {163--181},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/hwang23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/HwangYKDKYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/JeanselmeYTB23,
author = {Vincent Jeanselme and
Chang Ho Yoon and
Brian D. M. Tom and
Jessica K. Barrett},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Neural Fine-Gray: Monotonic neural networks for competing risks},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {379--392},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/jeanselme23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/JeanselmeYTB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/JiAS23,
author = {Christina X. Ji and
Ahmed M. Alaa and
David A. Sontag},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Large-Scale Study of Temporal Shift in Health Insurance Claims},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {243--278},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/ji23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/JiAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/JinOHGB23,
author = {Qixuan Jin and
Jacobien H. F. Oosterhoff and
Yepeng Huang and
Marzyeh Ghassemi and
Gabriel A Brat},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Clinical Relevance Score for Guided Trauma Injury Pattern Discovery
with Weakly Supervised {\(\beta\)}-VAE},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {314--339},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/jin23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/JinOHGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/KimWLLWXQL23,
author = {Siun Kim and
Jung{-}Hyun Won and
David Seung U. Lee and
Renqian Luo and
Lijun Wu and
Yingce Xia and
Tao Qin and
Howard Lee},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Revisiting Machine-Learning based Drug Repurposing: Drug Indications
Are Not a Right Prediction Target},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {100--116},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/kim23a.html},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chil/KimWLLWXQL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/LeeHKYC23,
author = {Min Jae Lee and
Kyunghoon Hur and
Jiyoun Kim and
Jinsung Yoon and
Edward Choi},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Rediscovery of CNN's Versatility for Text-based Encoding of Raw Electronic
Health Records},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {294--313},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/lee23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/LeeHKYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/LehmanHMWSZNSJA23,
author = {Eric Lehman and
Evan Hernandez and
Diwakar Mahajan and
Jonas Wulff and
Micah J. Smith and
Zachary Ziegler and
Daniel Nadler and
Peter Szolovits and
Alistair E. W. Johnson and
Emily Alsentzer},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Do We Still Need Clinical Language Models?},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {578--597},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/eric23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/LehmanHMWSZNSJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/LiuL23,
author = {Shuo Shuo Liu and
Lin Lin},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Adaptive Weighted Multi-View Clustering},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {19--36},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/liu23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/LiuL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ManoelGBSCSMKD23,
author = {Andre Manoel and
Mirian del Carmen Hipolito Garcia and
Tal Baumel and
Shize Su and
Jialei Chen and
Robert Sim and
Dan Miller and
Danny Karmon and
Dimitrios Dimitriadis},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Federated Multilingual Models for Medical Transcript Analysis},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {147--162},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/manoel23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/ManoelGBSCSMKD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/MattonLGP23,
author = {Katie Matton and
Robert Lewis and
John V. Guttag and
Rosalind W. Picard},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Contrastive Learning of Electrodermal Activity Representations for
Stress Detection},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {410--426},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/matton23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/MattonLGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/MerrillA23,
author = {Mike A. Merrill and
Tim Althoff},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Self-Supervised Pretraining and Transfer Learning Enable Flu and {COVID-19}
Predictions in Small Mobile Sensing Datasets},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {191--206},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/merrill23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/MerrillA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/MerrillSKGRSFA23,
author = {Mike A. Merrill and
Esteban Safranchik and
Arinbj{\"{o}}rn Kolbeinsson and
Piyusha Gade and
Ernesto Ramirez and
Ludwig Schmidt and
Luca Foshchini and
Tim Althoff},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Homekit2020: {A} Benchmark for Time Series Classification on a Large
Mobile Sensing Dataset with Laboratory Tested Ground Truth of Influenza
Infections},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {207--228},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/merrill23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/MerrillSKGRSFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/NageshMNRSW23,
author = {Supriya Nagesh and
Nina Mishra and
Yonatan Naamad and
James M. Rehg and
Mehul A. Shah and
Alexei Wagner},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Explaining a machine learning decision to physicians via counterfactuals},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {556--577},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/nagesh23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/NageshMNRSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/PillaiN023,
author = {Arvind Pillai and
Subigya Nepal and
Andrew Campbell},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Rare Life Event Detection via Mobile Sensing Using Multi-Task Learning},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {279--293},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/pillai23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/PillaiN023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/Rubin-FalconeLW23,
author = {Harry Rubin{-}Falcone and
Joyce M. Lee and
Jenna Wiens},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Denoising Autoencoders for Learning from Noisy Patient-Reported Data},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {393--409},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/rubin-falcone23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/Rubin-FalconeLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/TangDQSBLR23,
author = {Siyi Tang and
Jared A. Dunnmon and
Liangqiong Qu and
Khaled Kamal Saab and
Tina Baykaner and
Christopher Lee{-}Messer and
Daniel L. Rubin},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Modeling Multivariate Biosignals With Graph Neural Networks and Structured
State Space Models},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {50--71},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/tang23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/TangDQSBLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/TangGDYCBZAB23,
author = {Mingyue Tang and
Jiechao Gao and
Guimin Dong and
Carl Yang and
Bradford Campbell and
Brendan Bowman and
Jamie Marie Zoellner and
Emaad Abdel{-}Rahman and
Mehdi Boukhechba},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {{\o}urs: Mobile Sensing based Fluid Overload Detection for End Stage
Kidney Disease Patients using {\_}Sensor {\_}Relation {\_}Dual {\_}Autoencoder},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {133--146},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/tang23b.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chil/TangGDYCBZAB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/TjandraW23,
author = {Donna Tjandra and
Jenna Wiens},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Leveraging an Alignment Set in Tackling Instance-Dependent Label Noise},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {477--497},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/tjandra23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/TjandraW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/VodrahalliLHKHZ23,
author = {Kailas Vodrahalli and
Gregory D. Lyng and
Brian L. Hill and
Kimmo K{\"{a}}rkk{\"{a}}inen and
Jeffrey Hertzberg and
James Zou and
Eran Halperin},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Understanding and Predicting the Effect of Environmental Factors on
People with Type 2 Diabetes},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {545--555},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/vodrahalli23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/VodrahalliLHKHZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/WuDHH023,
author = {Kevin Wu and
Dominik Dahlem and
Christopher Hane and
Eran Halperin and
James Zou},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Collecting data when missingness is unknown: a method for improving
model performance given under-reporting in patient populations},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {229--242},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/wu23b.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/WuDHH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/WuH023,
author = {Yuexin Wu and
I{-}Chan Huang and
Xiaolei Huang},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Token Imbalance Adaptation for Radiology Report Generation},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {72--85},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/wu23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/WuH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/X23,
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Preface},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {1--5},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/mortazavi23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/XuLKF023,
author = {Li Xu and
Bo Liu and
Ameer Hamza Khan and
Lu Fan and
Xiao{-}Ming Wu},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Modeling Multivariate Biosignals With Graph Neural Networks and Structured
State Space Models},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {117--132},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/xu23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/XuLKF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/YangCY23,
author = {Yi Yang and
Hejie Cui and
Carl Yang},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {{PTGB:} Pre-Train Graph Neural Networks for Brain Network Analysis},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {526--544},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/yang23a.html},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chil/YangCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/YoshidaFMWL23,
author = {Toshiya Yoshida and
Trinity Shuxian Fan and
Tyler H. McCormick and
Zhenke Wu and
Zehang Richard Li},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Bayesian Active Questionnaire Design for Cause-of-Death Assignment
Using Verbal Autopsies},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {37--49},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/yoshida23a.html},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/YoshidaFMWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/Zheng0CA0LS23,
author = {Jessica Zheng and
Hanrui Wang and
Anand Chandrasekhar and
Aaron D. Aguirre and
Song Han and
Hae{-}Seung Lee and
Charles G. Sodini},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Machine Learning for Arterial Blood Pressure Prediction},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {427--439},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/zheng23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/Zheng0CA0LS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chil/ZhouCL23,
author = {Helen Zhou and
Yuwen Chen and
Zachary C. Lipton},
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Evaluating Model Performance in Medical Datasets Over Time},
booktitle = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
pages = {498--508},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v209/zhou23a.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/ZhouCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/chil/2023,
editor = {Bobak J. Mortazavi and
Tasmie Sarker and
Andrew Beam and
Joyce C. Ho},
title = {Conference on Health, Inference, and Learning, {CHIL} 2023, Broad
Institute of {MIT} and Harvard (Merkin Building), 415 Main Street,
Cambridge, MA, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {209},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v209/},
timestamp = {Thu, 24 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chil/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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