Led the development of publicly available critical care databases including MIMIC-III, MIMIC-IV, and MIMIC-CXR
Published 'MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports' (Scientific Data, 2019)
Published 'Reproducibility in critical care: a mortality prediction case study' (Proc. JMLR, 2017), highlighting the need for transparent methodology and open-source code
Co-developed and released the MIMIC-III database (Sci Data, 2016), containing data from over 60,000 critical care stays
Proposed OASIS, a novel severity of illness scale for critical care patients (Critical Care Medicine, 2013)
Delivered multiple technical talks on clinical note deidentification, chest X-ray classification, and MIMIC data tutorials