Reproducibility in Machine Learning for Health. - Matthew B. A. McDermott; Shirly Wang; Nikki Marinsek; Rajesh Ranganath; Marzyeh Ghassemi; Luca Foschini 002 (RML@ICLR, 2019)

MIMIC-Extract: a data extraction, preprocessing, and representation pipeline for MIMIC-III. - Shirly Wang; Matthew B. A. McDermott; Geeticka Chauhan; Marzyeh Ghassemi; Michael C. Hughes; Tristan Naumann (CHIL, 2020)

Confounding Feature Acquisition for Causal Effect Estimation. - Shirly Wang; Seung Eun Yi; Shalmali Joshi; Marzyeh Ghassemi (ML4H@NeurIPS, 2020)