Research Projects and Collaborations

Causal machine learning from observational and experimental data
Collaborators: Sofia Triantafillou, Fattaneh Jabbari, Bryan Andrews, Peter Spirtes
Instance-specific machine learning for personalized medicine
Collaborators: Xinghua Lu, Fattaneh Jabbari, Chunhui Cai, Shyam Visweswaran, Adriana Johnson
Clinical alerting based on machine learning from electronic health records
Collaborators: Milos Hauskrecht, Gilles Clermont, Shyam Visweswaran
Intelligent highlighting of information in the EHR based on machine learning and eye tracking
Collaborators: Shyam Visweswaran, Andrew King, Harry Hochheiser
AI clinical assistant
Collaborators: Derek Angus, Andrew King
System for detecting and characterizing outbreaks of novel diseases
Collaborators: John Aronis, Jeremy Espino, Ye Ye, Michael Wagner, Harry Hochheiser