Peter Szolovits
教授
CSAIL
Massachusetts Institute of Technology;Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology;Institute for Medical Engineering and Science, Massachusetts Institute of Technology;Harvard-MIT Health Sciences and Technology Faculty, Massachusetts Institute of Technology
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基本信息
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个人简介
His research centers on the application of AI methods to problems of medical decision making, natural language processing to extract meaningful data from clinical narratives, and the design of information systems for health care institutions and patients. He has worked on problems of diagnosis, therapy planning, execution and monitoring for various medical conditions, computational aspects of genetic counseling, controlled sharing of health information, privacy and confidentiality issues in medical record systems, and integration of clinical and genomic data for translational medicine. His interests in AI include knowledge representation, qualitative reasoning, probabilistic inference, and machine learning. He teaches classes in artificial intelligence, programming languages, computer systems engineering, medical computing, medical decision making, knowledge-based systems and probabilistic inference.
研究兴趣
论文共 313 篇作者统计合作学者相似作者
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LANCET DIGITAL HEALTHno. 1 (2024): e12-e22
Eric Lehman,Evan Hernandez,Diwakar Mahajan,Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler,Peter Szolovits,Alistair Johnson,Emily Alsentzer
arxiv(2023)
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arxiv(2023)
medRxiv (Cold Spring Harbor Laboratory) (2023)
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JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATIONno. 2 (2023): 416-425
PROCEEDINGS OF THE 21ST WORKSHOP ON BIOMEDICAL LANGUAGE PROCESSING (BIONLP 2022) (2022): 426-431
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