Sotabase

Career

· Professor (Post-Tenure), Massachusetts Institute of Technology2025–
· Phd, Information Science, Caltech1970–1974
· B.S., Physics, Caltech1966–1970

Publications (488)

MIMIC-III, a freely accessible critical care database
Scientific Data · 2016
8,078
cited
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams
Applied Sciences · 2020
1,332
cited
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
AAAI Conference on Artificial Intelligence · 2019
1,264
cited
Knowledge representation
The Information System Consultant’s Handbook · 2019
722
cited
Genetic Misdiagnoses and the Potential for Health Disparities.
New England Journal of Medicine · 2016
657
cited
The coming of age of artificial intelligence in medicine
Artif. Intell. Medicine · 2009
523
cited
Categorical and Probabilistic Reasoning in Medical Diagnosis
Artificial Intelligence · 1990
476
cited
Artificial intelligence, machine learning and health systems
Journal of Global Health · 2018
435
cited
De-identification of patient notes with recurrent neural networks
J. Am. Medical Informatics Assoc. · 2016
409
cited
Can AI Help Reduce Disparities in General Medical and Mental Health Care?
AMA journal of ethics · 2019
336
cited
Implementing electronic medical record systems in developing countries.
Informatics In Primary Care · 2005
334
cited
Electronic medical records for discovery research in rheumatoid arthritis
Arthritis care & research · 2010
323
cited
Clinically Accurate Chest X-Ray Report Generation
Machine Learning in Health Care · 2019
322
cited
Causal Understanding of Patient Illness in Medical Diagnosis
International Joint Conference on Artificial Intelligence · 1981
262
cited
Development of phenotype algorithms using electronic medical records and incorporating natural language processing
British medical journal · 2015
261
cited
Bmc Medical Informatics and Decision Making Automated De-identification of Free-text Medical Records
249
cited
Unfolding physiological state: mortality modelling in intensive care units
Knowledge Discovery and Data Mining · 2014
230
cited
A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data
AAAI Conference on Artificial Intelligence · 2015
229
cited
Continuous State-Space Models for Optimal Sepsis Treatment: a Deep Reinforcement Learning Approach
Machine Learning in Health Care · 2017
212
cited
Normalization of Plasma 25-Hydroxy Vitamin D Is Associated with Reduced Risk of Surgery in Crohn’s Disease
Inflammatory Bowel Diseases · 2013
209
cited
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Peter Szolovits | Researcher Profile | Sotabase | Sotabase