Szolovits, Peter

17 publications

CHIL 2023 Do We Still Need Clinical Language Models? Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair Johnson, Emily Alsentzer

MLHC 2022 EHR Safari: Data Is Contextual William Boag, Mercy Oladipo, Peter Szolovits

NeurIPSW 2022 Structure-Inducing Pre-Training Matthew B.A. McDermott, Brendan Yap, Peter Szolovits, Marinka Zitnik

MLHC 2020 CheXpert++: Approximating the CheXpert Labeler for Speed, Differentiability, and Probabilistic Output Matthew B.A. McDermott, Tzu Ming Harry Hsu, Wei-Hung Weng, Marzyeh Ghassemi, Peter Szolovits

NeurIPS 2020 Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation Aaron Sonabend, Junwei Lu, Leo Anthony Celi, Tianxi Cai, Peter Szolovits

AAAI 2020 Is BERT Really Robust? a Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits

MLHC 2019 Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi

MLHC 2018 Racial Disparities and Mistrust in End-of-Life Care Willie Boag, Harini Suresh, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

AAAI 2018 Semi-Supervised Biomedical Translation with Cycle Wasserstein Regression GANs Matthew B. A. McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi

MLHC 2017 Clinical Intervention Prediction and Understanding with Deep Neural Networks Harini Suresh, Nathan Hunt, Alistair Johnson, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

MLHC 2017 Continuous State-Space Models for Optimal Sepsis Treatment: A Deep Reinforcement Learning Approach Aniruddh Raghu, Matthieu Komorowski, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi

AAAI 2016 Predicting ICU Mortality Risk by Grouping Temporal Trends from a Multivariate Panel of Physiologic Measurements Yuan Luo, Yu Xin, Rohit Joshi, Leo A. Celi, Peter Szolovits

AAAI 2015 A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data Marzyeh Ghassemi, Marco A. F. Pimentel, Tristan Naumann, Thomas Brennan, David A. Clifton, Peter Szolovits, Mengling Feng

UAI 1994 Global Conditioning for Probabilistic Inference in Belief Networks Ross D. Shachter, Stig K. Andersen, Peter Szolovits

AAAI 1982 Information Acquisition in Diagnosis Ramesh S. Patil, Peter Szolovits, William B. Schwartz

IJCAI 1981 Brand X: LISP Suport for Semantic Networks Peter Szolovits, William A. Martin

IJCAI 1981 Causal Understanding of Patient Illness in Medical Diagnosis Ramesh S. Patil, Peter Szolovits, William B. Schwartz