Resources
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 natural language processing pressure injury risk prediction acute kidney injury anemia forecasting
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
Database Credentialed Access
National Institutes of Health Stroke Scale (NIHSS) Annotations for the MIMIC-III Database
Jiayang Wang, Xiaoshuo Huang, Lin Yang, Jiao Li
Published: Jan. 25, 2021. Version: 1.0.0
Database Credentialed Access
Annotated Question-Answer Pairs for Clinical Notes in the MIMIC-III Database
Xiang Yue, Xinliang Frederick Zhang, Huan Sun
clinical question answering clinical nlp clinical reading comprehension
Published: Jan. 15, 2021. Version: 1.0.0
Model Credentialed Access
Transformer models trained on MIMIC-III to generate synthetic patient notes
Ali Amin-Nejad, Julia Ive, Sumithra Velupillai
Published: May 27, 2020. Version: 1.0.0
Database Credentialed Access
Phenotype Annotations for Patient Notes in the MIMIC-III Database
Edward Moseley, Leo Anthony Celi, Joy Wu, Franck Dernoncourt
patient classification natural language processing
Published: March 5, 2020. Version: 1.20.03
Database Open Access
Clinical data from the MIMIC-II database for a case study on indwelling arterial catheters
Jesse Raffa
Published: Oct. 28, 2016. Version: 1.0