MIT Clinical Machine Learning Group

Led by David Sontag, the Clinical Machine Learning Group is interested in advancing machine learning and artificial intelligence, and using these techniques to advance health care.

Broadly, we have two goals:

  • Clinical: To truly make a difference in health care, we need to create algorithms that are useful for solving real clinical problems.
  • Machine learning: We need rigorous solutions, which can pave the way for safe deployment of machine learning in high-stakes settings like healthcare.

Recent News

Team

Our team includes postdocs, students, clinical collaborators, and research scientists.

David Sontag

David Sontag

Associate Professor
Rahul G. Krishnan

Rahul G. Krishnan

PhD Student
Irene Chen

Irene Chen

PhD Student
Mike Oberst

Mike Oberst

PhD Student
Monica Agrawal

Monica Agrawal

PhD Student
Zeshan Hussain

Zeshan Hussain

MD/PhD Student
Rebecca Peyser Boiarsky

Rebecca Peyser Boiarsky

PhD Student
Christina Ji

Christina Ji

PhD Student
Matt Alkaitis

Matt Alkaitis

MD/PhD Student
Chandler Squires

Chandler Squires

PhD Student
Chloe O'Connell

Chloe O'Connell

Clinical Collaborator
Divya Gopinath

Divya Gopinath

MEng Student
Sooraj Boominathan

Sooraj Boominathan

MEng Student
Rohan Kodialam

Rohan Kodialam

MEng Student
Ariel Levy

Ariel Levy

BS Student
Elizabeth Han

Elizabeth Han

BS Student
Justin Lim

Justin Lim

BS Student
Shreyas Balaji

Shreyas Balaji

BS Student