Avatar

Research Scientist

Massachusetts Institute of Technology

Hello!

I’m currently a research scientist at the Massachusetts Institute of Technology working on data analysis in critical care. This includes retrospective observational studies to generate new knowledge, predictive modeling using machine learning to prognosticate outcome, and curation of data to support the research enterprise. You can check out some of my work below, and if you’re interested in collaboration or just want to chat, feel free to get in touch!

Interests

  • Machine Learning
  • Natural Language Processing
  • Critical Care

Education

  • DPhil in Healthcare Innovation, 2014

    University of Oxford

  • BEng in Biomedical & Electrical Engineering, 2009

    McMaster University

Recent & Upcoming Talks

Deidentification of free-text clinical notes with pretrained bidirectional transformers

Removing patient health information from free-text notes using neural networks.

MIMIC-IV: Analysis Tutorial

A fully reproducible analysis conducted in MIMIC-IV.

MIMIC-IV: Data Tutorial

An overview of the data contained within MIMIC-IV.

Recent Publications

Get in touch