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@inproceedings{DBLP:conf/ml4h/0008GS23,
author = {Han Yu and
Peikun Guo and
Akane Sano},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Zero-Shot {ECG} Diagnosis with Large Language Models and Retrieval-Augmented
Generation},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {650--663},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/yu23b.html},
timestamp = {Tue, 20 Feb 2024 16:30:24 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/0008GS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/AfzalKM23,
author = {Muhammad Muneeb Afzal and
Muhammad Osama Khan and
Shujaat Mirza},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Towards Equitable Kidney Tumor Segmentation: Bias Evaluation and Mitigation},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {13--26},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/afzal23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/AfzalKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/AgarwalSL23,
author = {Shobhit Agarwal and
Yevgeniy R. Semenov and
William Lotter},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Representing visual classification as a linear combination of words},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {27--38},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/agarwal23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/AgarwalSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/BehrouzH23,
author = {Ali Behrouz and
Farnoosh Hashemi},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Learning Temporal Higher-order Patterns to Detect Anomalous Brain
Activity},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {39--51},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/behrouz23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/BehrouzH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/BurgerRK23,
author = {Manuel Burger and
Gunnar R{\"{a}}tsch and
Rita Kuznetsova},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Multi-modal Graph Learning over {UMLS} Knowledge Graphs},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {52--81},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/burger23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/BurgerRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/GoelGGLENHJRKSL23,
author = {Akshay Goel and
Almog Gueta and
Omry Gilon and
Chang Liu and
Sofia Erell and
Lan Huong Nguyen and
Xiaohong Hao and
Bolous Jaber and
Shashir Reddy and
Rupesh Kartha and
Jean Steiner and
Itay Laish and
Amir Feder},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {LLMs Accelerate Annotation for Medical Information Extraction},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {82--100},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/goel23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/GoelGGLENHJRKSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/GrogerLGGGDCNP23,
author = {Fabian Gr{\"{o}}ger and
Simone Lionetti and
Philippe Gottfrois and
{\'{A}}lvaro Gonz{\'{a}}lez{-}Jim{\'{e}}nez and
Matthew Groh and
Roxana Daneshjou and
Labelling Consortium and
Alexander A. Navarini and
Marc Pouly},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Towards Reliable Dermatology Evaluation Benchmarks},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {101--128},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/groger23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/GrogerLGGGDCNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/HarveyCKH23,
author = {Ethan Harvey and
Wansu Chen and
David M. Kent and
Michael C. Hughes},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets
given Small Pilot Data},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {129--144},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/harvey23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/HarveyCKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/HegselmannPSTSA23,
author = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Kristen Severson and
Mercy Nyamewaa Asiedu and
Serina Chang and
Bonaventure F. P. Dossou and
Qian Huang and
Fahad Kamran and
Haoran Zhang and
Sujay Nagaraj and
Luis Oala and
Shan Xu and
Chinasa T. Okolo and
Helen Zhou and
Jessica Dafflon and
Caleb Ellington and
Sarah Jabbour and
Hyewon Jeong and
Harry Reyes Nieva and
Yuzhe Yang and
Ghada Zamzmi and
Vishwali Mhasawade and
Van Truong and
Payal Chandak and
Matthew Lee and
Peniel Argaw and
Kyle Heuton and
Harvineet Singh and
Thomas Hartvigsen},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Machine Learning for Health {(ML4H)} 2023},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {1--12},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/hegselmann23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/HegselmannPSTSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/HuSAJLI23,
author = {Chang Hu and
Krishnakant V. Saboo and
Ahmad H. Ali and
Brian D. Juran and
Konstantinos N. Lazaridis and
Ravishankar K. Iyer},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {{REMEDI:} REinforcement learning-driven adaptive MEtabolism modeling
of primary sclerosing cholangitis DIsease progression},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {157--189},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/hu23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/HuSAJLI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/JayakumarXHEBZ23,
author = {Nivetha Jayakumar and
Jiarui Xing and
Tonmoy Hossain and
Frederick H. Epstein and
Kenneth C. Bilchick and
Miaomiao Zhang},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Activation From Sparse 2D Cardiac MRIs},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {190--200},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/jayakumar23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/JayakumarXHEBZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/KailasHDM23,
author = {Prajwal Kailas and
Max Homilius and
Rahul C. Deo and
Calum A. MacRae},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical
Text},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {201--216},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/kailas23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/KailasHDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/KhanAMF23,
author = {Muhammad Osama Khan and
Muhammad Muneeb Afzal and
Shujaat Mirza and
Yi Fang},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {How Fair are Medical Imaging Foundation Models?},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {217--231},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/khan23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/KhanAMF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/KhannaMZR23,
author = {Sameer Tajdin Khanna and
Daniel Michael and
Marinka Zitnik and
Pranav Rajpurkar},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Learning Generalized Medical Image Representations Through Image-Graph
Contrastive Pretraining},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {232--243},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/khanna23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/KhannaMZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/KingYM23,
author = {Ryan King and
Tianbao Yang and
Bobak J. Mortazavi},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Multimodal Pretraining of Medical Time Series and Notes},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {244--255},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/king23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/KingYM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/KocielnikWCLHWA23,
author = {Rafal Kocielnik and
Elyssa Y. Wong and
Timothy N. Chu and
Lydia Lin and
De{-}An Huang and
Jiayun Wang and
Anima Anandkumar and
Andrew J. Hung},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Deep Multimodal Fusion for Surgical Feedback Classification},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {256--267},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/kocielnik23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/KocielnikWCLHWA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/KuznetsovaPBYR23,
author = {Rita Kuznetsova and
Aliz{\'{e}}e Pace and
Manuel Burger and
Hugo Y{\`{e}}che and
Gunnar R{\"{a}}tsch},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {On the Importance of Step-wise Embeddings for Heterogeneous Clinical
Time-Series},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {268--291},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/kuznetsova23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/KuznetsovaPBYR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/LiG023,
author = {Bingnan Li and
Zhitong Gao and
Xuming He},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality
{MRI} Segmentation},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {292--306},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/li23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/LiG023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/MalenicaGGK23,
author = {Ivana Malenica and
Yongyi Guo and
Kyra Gan and
Stefan Konigorski},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Anytime-valid inference in N-of-1 trials},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {307--322},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/malenica23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/MalenicaGGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/MandyamJYLE23,
author = {Aishwarya Mandyam and
Andrew Jones and
Jiayu Yao and
Krzysztof Laudanski and
Barbara E. Engelhardt},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Compositional Q-learning for electrolyte repletion with imbalanced
patient sub-populations},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {323--339},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/mandyam23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/MandyamJYLE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/MeierEK23,
author = {Dominik Meier and
Ipek Ensari and
Stefan Konigorski},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Designing and evaluating an online reinforcement learning agent for
physical exercise recommendations in N-of-1 trials},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {340--352},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/meier23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/MeierEK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/MoorHWYDLZRR23,
author = {Michael Moor and
Qian Huang and
Shirley Wu and
Michihiro Yasunaga and
Yash Dalmia and
Jure Leskovec and
Cyril Zakka and
Eduardo Pontes Reis and
Pranav Rajpurkar},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Med-Flamingo: a Multimodal Medical Few-shot Learner},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {353--367},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/moor23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/MoorHWYDLZRR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/NademiK0QHKG23,
author = {Yousef Nademi and
Sunil Vasu Kalmady and
Weijie Sun and
Shiang Qi and
Abram Hindle and
Padma Kaul and
Russell Greiner},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Supervised Electrocardiogram(ECG) Features Outperform Knowledge-based
And Unsupervised Features In Individualized Survival Prediction},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {368--384},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/nademi23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/NademiK0QHKG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/NessBDASU23,
author = {Mike Van Ness and
Tomas M. Bosschieter and
Natasha Din and
Andrew Ambrosy and
Alexander Sandhu and
Madeleine Udell},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Interpretable Survival Analysis for Heart Failure Risk Prediction},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {574--593},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/van-ness23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/NessBDASU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/NguyenCHT23,
author = {Dang Nguyen and
Chacha Chen and
He He and
Chenhao Tan},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Pragmatic Radiology Report Generation},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {385--402},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/nguyen23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/NguyenCHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/NoroozizadehWC23,
author = {Shahriar Noroozizadeh and
Jeremy C. Weiss and
George H. Chen},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Temporal Supervised Contrastive Learning for Modeling Patient Risk
Progression},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {403--427},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/noroozizadeh23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/NoroozizadehWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/OdnoblyudovaHJC23,
author = {Arina Odnoblyudova and
Caglar Hizli and
St John and
Andrea Cognolato and
Anne Juuti and
Simo S{\"{a}}rkk{\"{a}} and
Kirsi Pietil{\"{a}}inen and
Pekka Marttinen},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Nonparametric modeling of the composite effect of multiple nutrients
on blood glucose dynamics},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {428--444},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/odnoblyudova23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/OdnoblyudovaHJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/PengXCNP23,
author = {Xueqiao Peng and
Jiaqi Xu and
Xi Chen and
Dinh Song An Nguyen and
Andrew Perrault},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Using Reinforcement Learning for Multi-Objective Cluster-Level Optimization
of Non-Pharmaceutical Interventions for Infectious Disease},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {445--460},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/peng23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/PengXCNP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/PoyrazM23,
author = {Onur Poyraz and
Pekka Marttinen},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Mixture of Coupled HMMs for Robust Modeling of Multivariate Healthcare
Time Series},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {461--479},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/poyraz23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/PoyrazM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/QiuZLHZDRLWZ23,
author = {Jielin Qiu and
Jiacheng Zhu and
Shiqi Liu and
William Han and
Jingqi Zhang and
Chaojing Duan and
Michael A. Rosenberg and
Emerson Liu and
Douglas Weber and
Ding Zhao},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Automated Cardiovascular Record Retrieval by Multimodal Learning between
Electrocardiogram and Clinical Report},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {480--497},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/qiu23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/QiuZLHZDRLWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/Ren00HJB23,
author = {Yifei Ren and
Jian Lou and
Li Xiong and
Joyce C. Ho and
Xiaoqian Jiang and
Sivasubramanium Venkatraman Bhavani},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {{MULTIPAR:} Supervised Irregular Tensor Factorization with Multi-task
Learning for Computational Phenotyping},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {498--511},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/ren23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/Ren00HJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/RosnatiRG23,
author = {Margherita Rosnati and
M{\'{e}}lanie Roschewitz and
Ben Glocker},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Robust semi-supervised segmentation with timestep ensembling diffusion
models},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {512--527},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/rosnati23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/RosnatiRG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/ShankarYKTSRNVB23,
author = {Vivek Shankar and
Xiaoli Yang and
Vrishab Krishna and
Brent Tan and
Oscar Silva and
Rebecca Rojansky and
Andrew Y. Ng and
Fabiola Valvert and
Edward Briercheck and
David Weinstock and
Yasodha Natkunam and
Sebastian Fernandez{-}Pol and
Pranav Rajpurkar},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {LymphoML: An interpretable artificial intelligence-based method identifies
morphologic features that correlate with lymphoma subtype},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {528--558},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/shankar23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/ShankarYKTSRNVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/SinghSMNSR23,
author = {Abhishek Singh and
Venkatapathy Subramanian and
Ayush Maheshwari and
Pradeep Narayan and
Devi Prasad Shetty and
Ganesh Ramakrishnan},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Eigen: Expert-Informed Joint Learning Aggregation for High-Fidelity
Information Extraction from Document Images},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {559--573},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/singh23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/SinghSMNSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/TaherIS23,
author = {Mohammad Reza Hosseinzadeh Taher and
Masaki Ikuta and
Ravi Soni},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Curriculum Self-Supervised Learning for 3D {CT} Cardiac Image Segmentation},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {145--156},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/taher23a.html},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/TaherIS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/VukadinovicKLO23,
author = {Milos Vukadinovic and
Alan C. Kwan and
Debiao Li and
David Ouyang},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {GANcMRI: Cardiac magnetic resonance video generation and physiologic
guidance using latent space prompting},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {594--606},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/vukadinovic23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/VukadinovicKLO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/WangF23,
author = {Ke Alexander Wang and
Emily B. Fox},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Interpretable Mechanistic Representations for Meal-level Glycemic
Control in the Wild},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {607--622},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/wang23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/WangF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/XuXRTZ23,
author = {Yanbo Xu and
Shangqing Xu and
Manav Ramprassad and
Alexey Tumanov and
Chao Zhang},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {TransEHR: Self-Supervised Transformer for Clinical Time Series Data},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {623--635},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/xu23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/XuXRTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/YuBGGT23,
author = {Jennifer Yu and
Tina Behrouzi and
Kopal Garg and
Anna Goldenberg and
Sana Tonekaboni},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Dynamic Interpretable Change Point Detection for Physiological Data
Analysis},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {636--649},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/yu23a.html},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/YuBGGT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ml4h/ZhangGCS23,
author = {Xiaohui Zhang and
Ahana Gangopadhyay and
Hsi{-}Ming Chang and
Ravi Soni},
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Diffusion Model-Based Data Augmentation for Lung Ultrasound Classification
with Limited Data},
booktitle = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
pages = {664--676},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v225/zhang23a.html},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ml4h/ZhangGCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ml4h/2023,
editor = {Stefan Hegselmann and
Antonio Parziale and
Divya Shanmugam and
Shengpu Tang and
Mercy Nyamewaa Asiedu and
Serina Chang and
Tom Hartvigsen and
Harvineet Singh},
title = {Machine Learning for Health, ML4H@NeurIPS 2023, 10 December 2023,
New Orleans, Louisiana, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {225},
publisher = {{PMLR}},
year = {2023},
url = {http://proceedings.mlr.press/v225/},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ml4h/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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