I’m interested in developing machine learning techniques that are inspired by questions in biology and medicine. Here are some papers that I have written. An asterisk (*) means equal contribution.

Contrastive PCA

Capnography

Interpretation of Neural Networks

Other papers and presentations (15):

Machine Learning with Time Series

Deep Learning and Genomics

Linear Regression with Shuffled Labels

Mathematical Modeling of Capnography

Resident Medical Devices

Miscellaneous