Resources
Database Open Access
Heart and lung segmentations for MIMIC-CXR/MIMIC-CXR-JPG and Montgomery County TB databases
Benjamin Duvieusart, Felix Krones, Guy Parsons, Lionel Tarassenko, Bartlomiej W Papiez, Adam Mahdi
segmentation heart and lungs montgomery country tb mimic-cxr
Published: Aug. 14, 2023. Version: 1.0.0
Database Credentialed Access
Annotated MIMIC-IV discharge summaries for a study on deidentification of names
Shulammite Lim, Yuxin Xiao, Alistair Johnson, Dana Moukheiber, Lama Moukheiber, Mira Moukheiber, Marzyeh Ghassemi, Tom Pollard
Published: July 5, 2023. Version: 1.0
Challenge Credentialed Access
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
João Matos, Tristan Struja, David S Restrepo, Luis Filipe Nakayama, Jack Gallifant, Luca Weishaupt, Nikita Mullangi, Maria Loureiro, Skyler Shapiro, Adrien Carrel, Leo Anthony Celi
machine learning health equity pulse oximetry
Published: May 8, 2023. Version: 1.0.0
Database Credentialed Access
Generalized Image Embeddings for the MIMIC Chest X-Ray dataset
Andrew Sellergren, Atilla Kiraly, Tom Pollard, Wei-Hung Weng, Yun Liu, Akib Uddin, Christina Chen
Published: Feb. 22, 2023. Version: 1.0
Database Credentialed Access
Annotation dataset of problematic opioid use and related contexts from MIMIC-III Critical Care Database discharge summaries
Melissa Poulsen, Vanessa Troiani, Philip Freda, Danielle Mowery, Anahita Davoudi
clinical notes substance use opioid use disorder natural language processing
Published: Feb. 8, 2023. Version: 1.0.0
Model Credentialed Access
Clinical-T5: Large Language Models Built Using MIMIC Clinical Text
Eric Lehman, Alistair Johnson
Published: Jan. 25, 2023. Version: 1.0.0
Database Credentialed Access
Nosocomial Risk Datasets from MIMIC-III
Travis Goodwin
deep learning pressure injury risk prediction acute kidney injury anemia forecasting natural language processing
Published: Sept. 15, 2022. Version: 1.0
Database Credentialed Access
Chest X-ray segmentation images based on MIMIC-CXR
Li-Ching Chen, Po-Chih Kuo, Ryan Wang, Judy Gichoya, Leo Anthony Celi
Published: Aug. 18, 2022. Version: 1.0.0
Database Credentialed Access
Synthetic Acute Hypotension and Sepsis Datasets Based on MIMIC-III and Published as Part of the Health Gym Project
Nicholas Kuo, Simon Finfer, Louisa Jorm, Sebastiano Barbieri
sepsis machine learning acute hypotension reinforcement learning synthetic dataset generative modelling wasserstein generative adversarial network
Published: Feb. 23, 2022. Version: 1.0.0
Model Credentialed Access
Clinical BERT Models Trained on Pseudo Re-identified MIMIC-III Notes
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron Wallace
Published: April 28, 2021. Version: 1.0.0