David Sontag
Massachusetts Institute of Technology
Associate Professor
Department of Electrical Engineering and Computer Science
Computational & Systems Biology PhD Program
Operations Research Center
Research Area
#Computer science#Artificial intelligence#Machine learning#Inference#Medicine#Algorithm#Mathematics#Theoretical computer science#Observational study#Probabilistic logic
SCIE paper information
Papers relevant to ‘Medicine’: 8
Research performance of SCIE papers matching with ‘Medicine’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning
2017/04 PLOS ONE 2.766 Impact Factor 148 citations
Electronic medical record phenotyping using the anchor and learn framework
2016/04 JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION 3.698 Impact Factor 118 citations
Papers for author ‘David Sontag’: 16
Number of published SCIE papers by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Recurrent Neural Networks for Multivariate Time Series with Missing Values.
2018/04 SCIENTIFIC REPORTS 4.011 Impact Factor 744 citations
Learning a Health Knowledge Graph from Electronic Medical Records
2017/07 SCIENTIFIC REPORTS 4.122 Impact Factor 176 citations
conference information
Papers relevant to ‘Medicine’: 1
Research performance of Top-tier Conference matching with ‘Medicine’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Unsupervised learning of disease progression models
2014/08 KDD Top-tier Conference 236 citations
Papers for author ‘David Sontag’: 21
Number of published Top-tier Conference by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Character-aware neural language models
2016/02 AAAI Top-tier Conference 1447 citations
Estimating individual treatment effect: generalization bounds and algorithms
2017/07 ICML Top-tier Conference 339 citations
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