Area of research
Artificial Intelligence · Epidemiology
Research interest
Research focused on Electronic health record and Information retrieval, with related work in Database, Health records, Coursework. Notable publications include 'MIMIC-III, a freely accessible critical care database', 'MIMIC-IV, a freely accessible electronic health record dataset', and 'The eICU Collaborative Research Database, a freely available multi-center database for critical care research'.
Automated real-world data integration improves cancer outcome prediction
Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations
INSPIRE, a publicly available research dataset for perioperative medicine
Tackling Algorithmic Bias and Promoting Transparency in Health Datasets: The STANDING Together Consensus Recommendations
MIMIC-IV, a freely accessible electronic health record dataset
Author Correction: MIMIC-IV, a freely accessible electronic health record dataset
Author Correction: MIMIC-IV, a freely accessible electronic health record dataset
BRAX, Brazilian labeled chest x-ray dataset
The Global Open Source Severity of Illness Score (GOSSIS)*
Deidentification of free-text medical records using pre-trained bidirectional transformers
MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports
The eICU Collaborative Research Database, a freely available multi-center database for critical care research
tableone: An open source Python package for producing summary statistics for research papers
1566: PROGNOSTIC ACCURACY OF THE SOFA SCORE AND A SEPSIS PROMPT IN DISCRIMINATING SEPSIS
The MIMIC Code Repository: enabling reproducibility in critical care research
MIMIC-III, a freely accessible critical care database
A “datathon” model to support cross-disciplinary collaboration
The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study
Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer
Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference
2012 PhysioNet Challenge: An artificial neural network to predict mortality in ICU patients and application of solar physics analysis methods
UCL Discovery (University College London) 2012cited by 7position: first