Resources
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
Software Credentialed Access
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
Luis R Soenksen, Yu Ma, Cynthia Zeng, Leonard David Jean Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly Wiberg, Michael Li, Ignacio Fuentes, Dimitris Bertsimas
Published: Aug. 23, 2022. Version: 1.0.1
Database Open Access
Icentia11k Single Lead Continuous Raw Electrocardiogram Dataset
Shawn Tan, Satya Ortiz-Gagné, Nicolas Beaudoin-Gagnon, Pierre Fecteau, Aaron Courville, Yoshua Bengio, Joseph Paul Cohen
Published: April 12, 2022. Version: 1.0
Visualize waveformsDatabase Credentialed Access
MedNLI - A Natural Language Inference Dataset For The Clinical Domain
Chaitanya Shivade
natural language inference recognizing textual entailment
Published: Oct. 1, 2019. Version: 1.0.0
Database Open Access
Term-Preterm EHG DataSet with Tocogram
neuroelectric pregnancy electrohysterogram
Published: Aug. 29, 2018. Version: 1.0.0
Visualize waveformsDatabase Open Access
BIDMC PPG and Respiration Dataset
multiparameter photoplethysmogram ecg
Published: June 20, 2018. Version: 1.0.0
Visualize waveformsDatabase Open Access
neuroQWERTY MIT-CSXPD Dataset
parkinsons neuroelectric brain
Published: Dec. 20, 2016. Version: 1.0.0
Database Credentialed Access
Annotation dataset of social determinants of health from MIMIC-III Clinical Care Database
Marco Guevara, Shan Chen, Spencer Thomas, Danielle Bitterman
natural language processing social determinants of health
Published: Nov. 24, 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