David Sontag
About
David Sontag has authored 72 papers that have received a total of 3.5k indexed citations.
This includes 46 papers in Artificial Intelligence, 16 papers in Molecular Biology and 10 papers in Health Information Management. The topics of these papers are Machine Learning in Healthcare (14 papers), Bayesian Modeling and Causal Inference (13 papers) and Topic Modeling (12 papers). David Sontag is often cited by papers focused on Machine Learning in Healthcare (14 papers), Bayesian Modeling and Causal Inference (13 papers) and Topic Modeling (12 papers) and collaborates with scholars based in United States, Israel and United Kingdom. David Sontag's co-authors include Yoni Halpern, Steven Horng, Tommi Jaakkola, Amir Globerson and Irene Y. Chen and has published in prestigious journals such as Nature Medicine, Nature Communications and PLoS ONE
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