Tom J. Pollard

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Learning Models

Chest Radiographs

Top Venues

npj Digit. Medicine

Publications

Ming-Ying Yang, Gloria Hyun-Jung Kwak, Tom J. Pollard, Leo Anthony Celi, Marzyeh Ghassemi
Evaluating the Impact of Social Determinants on Health Prediction. CoRR (2023)
Ming-Ying Yang, Gloria Hyun-Jung Kwak, Tom J. Pollard, Leo Anthony Celi, Marzyeh Ghassemi
Evaluating the Impact of Social Determinants on Health Prediction in the Intensive Care Unit. AIES (2023)
Gerardo Flores, George H. Chen, Tom J. Pollard, Ayah Zirikly, Michael C. Hughes, Tasmie Sarker, Joyce C. Ho, Tristan Naumann
Conference on Health, Inference, and Learning (CHIL) 2022. CHIL (2022)
Gerardo Flores, George H. Chen, Tom J. Pollard, Joyce C. Ho, Tristan Naumann
A collection of invited non-archival papers for the Conference on Health, Inference, and Learning (CHIL) 2022. CoRR (2022)
Po-Chih Kuo, Cheng Che Tsai, Diego M. López, Alexandros Karargyris, Tom J. Pollard, Alistair E. W. Johnson, Leo Anthony Celi
Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph. npj Digit. Medicine 4 (2021)
Alistair E. W. Johnson, Lucas Bulgarelli, Tom J. Pollard
Deidentification of free-text medical records using pre-trained bidirectional transformers. CHIL (2020)
Trishan Panch, Tom J. Pollard, Heather Mattie, Emily Lindemer, Pearse A. Keane, Leo Anthony Celi
"Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets. npj Digit. Medicine 3 (2020)
Alistair E. W. Johnson, Tom J. Pollard, Seth J. Berkowitz, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Roger G. Mark, Steven Horng
MIMIC-CXR: A large publicly available database of labeled chest radiographs. CoRR (2019)
Alistair E. W. Johnson, David J. Stone, Leo A. Celi, Tom J. Pollard
The MIMIC Code Repository: enabling reproducibility in critical care research. J. Am. Medical Informatics Assoc. 25 (1) (2018)
Dina Levy-Lambert, Jen J. Gong, Tristan Naumann, Tom J. Pollard, John V. Guttag
Visualizing Patient Timelines in the Intensive Care Unit. CoRR (2018)
Alistair E. W. Johnson, Tom J. Pollard, Tristan Naumann
Generalizability of predictive models for intensive care unit patients. CoRR (2018)
Alistair E. W. Johnson, Tom J. Pollard, Leo A. Celi, Roger G. Mark
Analyzing the eICU Collaborative Research Database. BCB (2017)
Alistair E. W. Johnson, Tom J. Pollard, Roger G. Mark
Reproducibility in critical care: a mortality prediction case study. MLHC (2017)
Yasset Pérez-Riverol, Laurent Gatto, Rui Wang, Timo Sachsenberg, Julian Uszkoreit, Felipe da Veiga Leprevost, Christian Fufezan, Tobias Ternent, Stephen J. Eglen, Daniel S. Katz, Tom J. Pollard, Alexander Konovalov, Robert M. Flight, Kai Blin, Juan Antonio Vizcaíno
Ten Simple Rules for Taking Advantage of Git and GitHub. PLoS Comput. Biol. 12 (7) (2016)
Daniel S. Katz, Kyle E. Niemeyer, Arfon M. Smith, William L. Anderson, Carl Boettiger, Konrad Hinsen, Rob W. W. Hooft, Michael Hucka, Allen Lee, Frank Löffler, Tom J. Pollard, Fernando Rios
Software vs. data in the context of citation. PeerJ Prepr. 4 (2016)