List of works - Tom J Pollard

"Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets

scientific article published on 19 June 2020

A "datathon" model to support cross-disciplinary collaboration

scientific article

A Comparative Analysis of Sepsis Identification Methods in an Electronic Database

scientific article

Big data and machine learning in critical care: Opportunities for collaborative research

scientific article published on 02 August 2018

Bridging the Health Data Divide.

scientific article

Datathons and Software to Promote Reproducible Research

scientific article

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

scientific article published on 02 April 2020

Enabling Machine Learning in Critical Care

scholarly article published 2017

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

scientific article published on 12 December 2019

MIMIC-III, a freely accessible critical care database

scientific article (publication date: 24 May 2016)

MIMIC-IV, a freely accessible electronic health record dataset

scientific article published in 2023

Making big data useful for health care: a summary of the inaugural MIT critical data conference

scientific article

Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts

scientific article published on 05 October 2018

Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference

scientific article

NSF 19-501 AccelNet Proposal: Community of Open Scholarship Grassroots Networks (COSGN)

scientific article

Normalization of mechanical power to anthropometric indices: impact on its association with mortality in critically ill patients

scientific article published on 08 October 2019

Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon

scientific article published on 14 November 2017

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

scientific article published on 15 February 2021

Software vs. data in the context of citation

Ten Simple Rules for Taking Advantage of Git and GitHub

scientific article (publication date: July 2016)

Ten Simple Rules for Taking Advantage of git and GitHub

The MIMIC Code Repository: enabling reproducibility in critical care research

scientific article published on 27 September 2017

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data

scientific article published in PLoS ONE

The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study

scientific article

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

scientific article published on 11 September 2018

Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer: How Long Is Long Enough?

scientific article

Turning the crank for machine learning: ease, at what expense?

scientific article published on 05 September 2019

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

scientific article published on 23 May 2018

List of works by Tom J Pollard

"Yes, but will it work for my patients?" Driving clinically relevant research with benchmark datasets

A "datathon" model to support cross-disciplinary collaboration

A Comparative Analysis of Sepsis Identification Methods in an Electronic Database

Big data and machine learning in critical care: Opportunities for collaborative research

Bridging the Health Data Divide.

Datathons and Software to Promote Reproducible Research

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

Enabling Machine Learning in Critical Care

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

MIMIC-III, a freely accessible critical care database

MIMIC-IV, a freely accessible electronic health record dataset

Making big data useful for health care: a summary of the inaugural MIT critical data conference

Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts

Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference

NSF 19-501 AccelNet Proposal: Community of Open Scholarship Grassroots Networks (COSGN)

Normalization of mechanical power to anthropometric indices: impact on its association with mortality in critically ill patients

Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon

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

Software vs. data in the context of citation

Software vs. data in the context of citation

Ten Simple Rules for Taking Advantage of Git and GitHub

Ten Simple Rules for Taking Advantage of git and GitHub

The MIMIC Code Repository: enabling reproducibility in critical care research

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data

The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study

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

Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer: How Long Is Long Enough?

Turning the crank for machine learning: ease, at what expense?

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