- Sonali Parbhoo, Mario Wieser, Volker Roth, Finale Doshi-Velez:
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV. MLHC 2020: 589-609 - Asif Rahman, Yale Chang, Bryan Conroy, Minnan Xu-Wilson:
Phenotyping with Prior Knowledge using Patient Similarity. MLHC 2020: 331-351 - Shems Saleh, William Boag, Lauren Erdman, Tristan Naumann:
Clinical Collabsheets: 53 Questions to Guide a Clinical Collaboration. MLHC 2020: 783-812 - Benjamin Schloss, Sandeep Konam:
Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations. MLHC 2020: 610-631 - Kristen A. Severson, Lana M. Chahine, Luba Smolensky, Kenney Ng, Jianying Hu, Soumya Ghosh:
Personalized Input-Output Hidden Markov Models for Disease Progression Modeling. MLHC 2020: 309-330 - Uri Shaham, Tom Zahavy, Cesar Caraballo, Shiwani Mahajan, Daisy Massey, Harlan M. Krumholz:
Learning to Ask Medical Questions using Reinforcement Learning. MLHC 2020: 2-26 - Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Lawrence Carin:
Students Need More Attention: BERT-based Attention Model for Small Data with Application to Automatic Patient Message Triage. MLHC 2020: 436-456 - Yifeng Tao, Shuangxia Ren, Michael Q. Ding, Russell Schwartz, Xinghua Lu:
Predicting Drug Sensitivity of Cancer Cell Lines via Collaborative Filtering with Contextual Attention. MLHC 2020: 660-684 - Lida Zhang, Nathan C. Hurley, Bassem Ibrahim, Erica S. Spatz, Harlan M. Krumholz, Roozbeh Jafari, Bobak Jack Mortazavi:
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks. MLHC 2020: 97-120 - Dongyu Zhang, Jidapa Thadajarassiri, Cansu Sen, Elke A. Rundensteiner:
Time-Aware Transformer-based Network for Clinical Notes Series Prediction. MLHC 2020: 566-588 - Renyu Zhang, Christopher Weber, Robert Grossman, Aly A. Khan:
Evaluating and interpreting caption prediction for histopathology images. MLHC 2020: 418-435 - Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens:
Proceedings of the Machine Learning for Healthcare Conference, MLHC 2020, 7-8 August 2020, Virtual Event, Durham, NC, USA. Proceedings of Machine Learning Research 126, PMLR 2020 [contents]