MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

no code implementations • 21 Jan 2019 • Alistair E. W. Johnson, Tom J. Pollard, Nathaniel R. Greenbaum, Matthew P. Lungren, Chih-ying Deng, Yifan Peng, Zhiyong Lu, Roger G. Mark, Seth J. Berkowitz, Steven Horng

Chest radiography is an extremely powerful imaging modality, allowing for a detailed inspection of a patient's thorax, but requiring specialized training for proper interpretation.

Generalizability of predictive models for intensive care unit patients

1 code implementation • 6 Dec 2018 • Alistair E. W. Johnson, Tom J. Pollard, Tristan Naumann

A large volume of research has considered the creation of predictive models for clinical data; however, much existing literature reports results using only a single source of data.

MIMIC-III, a freely accessible critical care database

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

MIMIC-III (‘Medical Information Mart for Intensive Care’) is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care hospital.

Blood pressure estimation Data Integration +6