Resources
Database Credentialed Access
ReXPref-Prior: A MIMIC-CXR Preference Dataset for Reducing Hallucinated Prior Exams in Radiology Report Generation
Oishi Banerjee, Hong-Yu Zhou, Subathra Adithan, Stephen Kwak, Kay Wu, Pranav Rajpurkar
chest x-rays reinforcement learning hallucination
Published: Aug. 14, 2024. Version: 1.0.0
Database Credentialed Access
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
Luis Filipe Nakayama, Mariana Goncalves, Lucas Zago Ribeiro, Helen Santos, Daniel Ferraz, Fernando Malerbi, Leo Anthony Celi, Caio Regatieri
Published: Aug. 14, 2024. Version: 1.0.1
Database Open Access
SHDB-AF: a Japanese Holter ECG database of atrial fibrillation
Kenta Tsutsui, Shany Biton Brimer, Joachim Behar
atrial fibrillation ecg holters
Published: Aug. 12, 2024. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
INSPIRE, a publicly available research dataset for perioperative medicine
Leerang Lim, Hyung-Chul Lee
surgery open dataset multi-center perioperative medicine
Published: Aug. 12, 2024. Version: 1.3
Database Credentialed Access
RadGraph2: Tracking Findings Over Time in Radiology Reports
Adam Dejl, Sameer Khanna, Patricia Therese Pile, Kibo Yoon, Steven QH Truong, Hanh Duong, Agustina Saenz, Pranav Rajpurkar
chest x-rays relation extraction disease progression information extraction radiology reports named entity recognition
Published: Aug. 8, 2024. Version: 1.0.0
Database Restricted Access
OpenOximetry Repository
Nicholas Fong, Michael Lipnick, Philip Bickler, John Feiner, Tyler Law
Published: July 30, 2024. Version: 1.0.1
Database Credentialed Access
MIMIC-IV-ECG-Ext-ICD: Diagnostic labels for MIMIC-IV-ECG
Nils Strodthoff, Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp
electrocardiography machine learning mimic
Published: July 30, 2024. Version: 1.0.0
Database Credentialed Access
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei JI, Eric Chang, Tackeun Kim, Edward Choi
question answering evaluation visual question answering electronic health records benchmark multi-modal question answering deep learning chest x-ray ehr question answering semantic parsing machine learning
Published: July 23, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Brian Gow, Benjamin Moody, Steven Horng, Leo Anthony Celi, Roger Mark
critical care intensive care unit machine learning mimic
Published: July 23, 2024. Version: 3.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-rays natural language processing radiology machine learning mimic
Published: July 23, 2024. Version: 2.1.0