Resources
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
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 benchmark evaluation visual question answering electronic health records 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-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
Database Credentialed Access
MIMIC-Ext-MIMIC-CXR-VQA: A Complex, Diverse, And Large-Scale Visual Question Answering Dataset for 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 multimodal benchmark radiology evaluation visual question answering electronic health records deep learning chest x-ray machine learning
Published: July 19, 2024. Version: 1.0.0
Database Credentialed Access
RaDialog Instruct Dataset
Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher
medical image understaning radiology chatbot radiology report generation radiology assistant large vision-language models
Published: July 12, 2024. Version: 1.1.0
Database Credentialed Access
MIMIC-IV-Ext Clinical Decision Making: A MIMIC-IV Derived Dataset for Evaluation of Large Language Models on the Task of Clinical Decision Making for Abdominal Pathologies
Paul Hager, Friederike Jungmann, Daniel Rueckert
clinical decision making abdominal pathologies large language models treatment plan emergency room diagnosis
Published: July 8, 2024. Version: 1.1
Database Restricted Access
Organ Retrieval and Collection of Health Information for Donation (ORCHID)
Hammaad Adam, Vinith Suriyakumar, Tom Pollard, Benjamin Moody, Jennifer Erickson, Greg Segal, Brad Adams, Diane Brockmeier, Kevin Lee, Ginny McBride, Kelly Ranum, Matthew Wadsworth, Janice Whaley, Ashia Wilson, Marzyeh Ghassemi
organ procurement organizations organ transplantation
Published: June 27, 2024. Version: 2.0.0
Database Credentialed Access
mBRSET, a Mobile Brazilian Retinal Dataset
Luis Filipe Nakayama, Lucas Zago Ribeiro, David Restrepo, Nathan Santos Barboza, Raul Dias Fiterman, Maria luiza Vieira Sousa, Alexandre Durao Alves Pereira, Caio Regatieri, Fernando Korn Malerbi, Rafael Andrade
Published: June 26, 2024. Version: 1.0
Database Credentialed Access
EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries
Sunjun Kweon, Jiyoun Kim, Heeyoung Kwak, Dongchul Cha, Hangyul Yoon, Kwang Hyun Kim, Jeewon Yang, Seunghyun Won, Edward Choi
Published: June 26, 2024. Version: 1.0.1