Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks. - Bret Nestor; Matthew B. A. McDermott; Willie Boag; Gabriela Berner; Tristan Naumann; Michael C. Hughes; Anna Goldenberg; Marzyeh Ghassemi (MLHC, 2019)

Baselines for Chest X-Ray Report Generation. - William Boag; Tzu-Ming Harry Hsu; Matthew B. A. McDermott; Gabriela Berner; Emily Alsentzer; Peter Szolovits (ML4H@NeurIPS, 2019)

Mapping each pre-existing condition's association to short-term and long-term COVID-19 complications. - A. J. Venkatakrishnan; Colin Pawlowski; David Zemmour; Travis Hughes; Akash Anand; Gabriela Berner; Nikhil Kayal; Arjun Puranik; Ian Conrad; Sairam Bade; Rakesh Barve; Purushottam Sinha; et al. (npj Digit. Medicine, 2021)