AnnoDash, a clinical terminology annotation dashboard

por Xu, Justin, Mazwi, Mjaye, Johnson, Alistair E W
Publicado 2023

Deidentification of free-text medical records using pre-trained bidirectional transformers

por Johnson, Alistair E. W., Bulgarelli, Lucas, Pollard, Tom J.
Publicado 2020

The MIMIC Code Repository: enabling reproducibility in critical care research

por Johnson, Alistair E W, Stone, David J, Celi, Leo A, Pollard, Tom J
Publicado 2017

tableone: An open source Python package for producing summary statistics for research papers

por Pollard, Tom J, Johnson, Alistair E W, Raffa, Jesse D, Mark, Roger G
Publicado 2018

MIMIC-IV on FHIR: converting a decade of in-patient data into an exchangeable, interoperable format

por Bennett, Alex M, Ulrich, Hannes, van Damme, Philip, Wiedekopf, Joshua, Johnson, Alistair E W
Publicado 2023

Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness

por Chen, Christina, Lee, Joon, Johnson, Alistair E., Mark, Roger G., Celi, Leo Anthony, Danziger, John
Publicado 2017

Machine Learning and Decision Support in Critical Care

por Johnson, Alistair E. W., Ghassemi, Mohammad M., Nemati, Shamim, Niehaus, Katherine E., Clifton, David A., Clifford, Gari D.
Publicado 2016

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

por Pollard, Tom J., Johnson, Alistair E. W., Raffa, Jesse D., Celi, Leo A., Mark, Roger G., Badawi, Omar
Publicado 2018

Evaluation of domain generalization and adaptation on improving model robustness to temporal dataset shift in clinical medicine

por Guo, Lin Lawrence, Pfohl, Stephen R., Fries, Jason, Johnson, Alistair E. W., Posada, Jose, Aftandilian, Catherine, Shah, Nigam, Sung, Lillian
Publicado 2022

OpenSep: a generalizable open source pipeline for SOFA score calculation and Sepsis-3 classification

por Hofford, Mackenzie R, Yu, Sean C, Johnson, Alistair E W, Lai, Albert M, Payne, Philip R O, Michelson, Andrew P
Publicado 2022

Recalibration of deep learning models for abnormality detection in smartphone-captured chest radiograph

por Kuo, Po-Chih, Tsai, Cheng Che, López, Diego M., Karargyris, Alexandros, Pollard, Tom J., Johnson, Alistair E. W., Celi, Leo Anthony
Publicado 2021

Complex inter-relationship of body mass index, gender and serum creatinine on survival: exploring the obesity paradox in melanoma patients treated with checkpoint inhibition

por Naik, Girish S., Waikar, Sushrut S., Johnson, Alistair E. W., Buchbinder, Elizabeth I., Haq, Rizwan, Hodi, F. Stephen, Schoenfeld, Jonathan D., Ott, Patrick A.
Publicado 2019

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

por Johnson, Alistair E. W., Pollard, Tom J., Berkowitz, Seth J., Greenbaum, Nathaniel R., Lungren, Matthew P., Deng, Chih-ying, Mark, Roger G., Horng, Steven
Publicado 2019

Impact of sex on use of low tidal volume ventilation in invasively ventilated ICU patients—A mediation analysis using two observational cohorts

por Swart, Pien, Deliberato, Rodrigo Octavio, Johnson, Alistair E. W., Pollard, Tom J., Bulgarelli, Lucas, Pelosi, Paolo, de Abreu, Marcelo Gama, Schultz, Marcus J., Neto, Ary Serpa
Publicado 2021

MIMIC-III, a freely accessible critical care database

por Johnson, Alistair E.W., Pollard, Tom J., Shen, Lu, Lehman, Li-wei H., Feng, Mengling, Ghassemi, Mohammad, Moody, Benjamin, Szolovits, Peter, Anthony Celi, Leo, Mark, Roger G.
Publicado 2016

APPRAISE-AI Tool for Quantitative Evaluation of AI Studies for Clinical Decision Support

por Kwong, Jethro C. C., Khondker, Adree, Lajkosz, Katherine, McDermott, Matthew B. A., Frigola, Xavier Borrat, McCradden, Melissa D., Mamdani, Muhammad, Kulkarni, Girish S., Johnson, Alistair E. W.
Publicado 2023

Breathing Rate Estimation From the Electrocardiogram and Photoplethysmogram: A Review

por Charlton, Peter H., Birrenkott, Drew A., Bonnici, Timothy, Pimentel, Marco A. F., Johnson, Alistair E. W., Alastruey, Jordi, Tarassenko, Lionel, Watkinson, Peter J., Beale, Richard, Clifton, David A.
Publicado 2018

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

por Johnson, Alistair E. W., Bulgarelli, Lucas, Shen, Lu, Gayles, Alvin, Shammout, Ayad, Horng, Steven, Pollard, Tom J., Moody, Benjamin, Gow, Brian, Lehman, Li-wei H., Celi, Leo A., Mark, Roger G.
Publicado 2023

Author Correction: MIMIC-IV, a freely accessible electronic health record dataset

por Johnson, Alistair E. W., Bulgarelli, Lucas, Shen, Lu, Gayles, Alvin, Shammout, Ayad, Horng, Steven, Pollard, Tom J., Hao, Sicheng, Moody, Benjamin, Gow, Brian, Lehman, Li-wei H., Celi, Leo A., Mark, Roger G.
Publicado 2023

MIMIC-IV, a freely accessible electronic health record dataset

por Johnson, Alistair E. W., Bulgarelli, Lucas, Shen, Lu, Gayles, Alvin, Shammout, Ayad, Horng, Steven, Pollard, Tom J., Hao, Sicheng, Moody, Benjamin, Gow, Brian, Lehman, Li-wei H., Celi, Leo A., Mark, Roger G.
Publicado 2023