Tom Pollard
Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Machine Learning in Healthcare, Sepsis Diagnosis and Treatment, Artificial Intelligence in Healthcare and Education, Scientific Computing and Data Management, Artificial Intelligence in Healthcare
Most-Cited Works
- → MIMIC-III, a freely accessible critical care database(2016)7,866 cited
- → MIMIC-IV, a freely accessible electronic health record dataset(2023)2,457 cited
- → The eICU Collaborative Research Database, a freely available multi-center database for critical care research(2018)1,726 cited
- → MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports(2019)1,504 cited
- → Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts(2018)613 cited
- → The MIMIC Code Repository: enabling reproducibility in critical care research(2017)444 cited
- → MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs(2019)256 cited
- → The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study(2015)208 cited
- MIMIC-CXR: A large publicly available database of labeled chest radiographs(2019)
- → A Comparative Analysis of Sepsis Identification Methods in an Electronic Database*(2018)191 cited