Resources
Database Credentialed Access
RadGraph: Extracting Clinical Entities and Relations from Radiology Reports
Saahil Jain, Ashwin Agrawal, Adriel Saporta, Steven QH Truong, Du Nguyen Duong, Tan Bui, Pierre Chambon, Matthew Lungren, Andrew Ng, Curtis Langlotz, Pranav Rajpurkar
radiology entity and relation extraction graph multi-modal natural language processing
Published: June 3, 2021. Version: 1.0.0
Database Open Access
Apnea-ECG Database
multiparameter apnea challenge sleep ecg
Published: Feb. 10, 2000. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael Sjoding, Jenna Wiens
electronic health record preprocessing machine learning
Published: April 28, 2021. Version: 1.0.0
Database Credentialed Access
BRAX, a Brazilian labeled chest X-ray dataset
Eduardo Pontes Reis, Joselisa Paiva, Maria Carolina Bueno da Silva, Guilherme Alberto Sousa Ribeiro, Victor Fornasiero Paiva, Lucas Bulgarelli, Henrique Lee, Paulo Victor dos Santos, vanessa brito, Lucas Amaral, Gabriel Beraldo, Jorge Nebhan Haidar Filho, Gustavo Teles, Gilberto Szarf, Tom Pollard, Alistair Johnson, Leo Anthony Celi, Edson Amaro
chest artificial intelligence x-ray dataset
Published: Jan. 3, 2022. Version: 1.0.0
Database Credentialed Access
FFA-IR: Towards an Explainable and Reliable Medical Report Generation Benchmark
Mingjie Li, Wenjia Cai, Rui Liu, Yuetian Weng, Xiaoyun Zhao, Cong Wang, Xin Chen, Zhong Liu, Caineng Pan, Mengke Li, Yingfeng Zheng, Yizhi Liu, Flora Salim, Karin Verspoor, Xiaodan Liang, Xiaojun Chang
fundus fluorescein angiography explainable and reliable evaluation vision and language medical report generation
Published: Sept. 21, 2021. Version: 1.0.0
Database Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
intensive care critical care pediatrics natural language processing
Published: Nov. 12, 2020. Version: 1.1.0
Database Open Access
PTB-XL, a large publicly available electrocardiography dataset
Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter
ptb-xl ptb electrocardiography ecg
Published: April 24, 2020. Version: 1.0.1
Visualize waveformsDatabase Credentialed Access
RuMedNLI: A Russian Natural Language Inference Dataset For The Clinical Domain
Pavel Blinov, Aleksandr Nesterov, Galina Zubkova, Arina Reshetnikova, Vladimir Kokh, Chaitanya Shivade
natural language inference recognizing textual entailment russian language
Published: April 1, 2022. Version: 1.0.0
Database Restricted Access
Smartphone-Captured Chest X-Ray Photographs
Po-Chih Kuo, ChengChe Tsai, Diego M Lopez, Alexandros Karargyris, Tom Pollard, Alistair Johnson, Leo Anthony Celi
Published: Sept. 27, 2020. Version: 1.0.0
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 waveforms