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
Fredrik Johansson

Fredrik Johansson

Postdoc
Sanjat Kanjial

Sanjat Kanjial

Clinical Fellow
Rahul G. Krishnan

Rahul G. Krishnan

PhD Student
Irene Chen

Irene Chen

PhD Student
Mike Oberst

Mike Oberst

PhD Student
Zeshan Hussain

Zeshan Hussain

MD/PhD Student
Monica Agrawal

Monica Agrawal

PhD Student
Lucy Chai

Lucy Chai

PhD Student
Rebecca Peyser

Rebecca Peyser

Research Scientist
Christina Ji

Christina Ji

MEng Student
Arjun Khandelwal

Arjun Khandelwal

MEng Student
David Amirault

David Amirault

BS Student
Sooraj Boominathan

Sooraj Boominathan

BS Student
Alok Puranik

Alok Puranik

BS Student
Suchan Vivatsethachai

Suchan Vivatsethachai

BS Student