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
entity and relation extraction graph multi-modal radiology natural language processing
Published: June 3, 2021. Version: 1.0.0
Database Credentialed Access
ReFiSco: Report Fix and Score Dataset for Radiology Report Generation
Katherine Tian, Sina J Hartung, Andrew A Li, Jaehwan Jeong, Fardad Behzadi, Juan Calle-Toro, Subathra Adithan, Michael Pohlen, David Osayande, Pranav Rajpurkar
Published: Aug. 23, 2023. Version: 0.0
Database Credentialed Access
Chest X-ray Dataset with Lung Segmentation
Wimukthi Indeewara, Mahela Hennayake, Kasun Rathnayake, Thanuja Ambegoda, Dulani Meedeniya
segmentation chest x-ray medical reports u-net chest radiographs mimic-cxr
Published: Feb. 8, 2023. Version: 1.0.0
Database Credentialed Access
RaDialog Instruct Dataset
Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher
radiology report generation large vision-language models medical image understaning radiology assistant radiology chatbot
Published: March 25, 2024. Version: 1.0.0
Database Credentialed Access
RaDialog Instruct Dataset
Chantal Pellegrini, Ege Özsoy, Benjamin Busam, Nassir Navab, Matthias Keicher
radiology report generation large vision-language models medical image understaning radiology assistant radiology chatbot
Published: March 25, 2024. Version: 1.0.0
Database Credentialed Access
Medication Extraction Labels for MIMIC-IV-Note Clinical Database
Akshay Goel, Almog Gueta, Omry Gilon, Sofia Erell, Amir Feder
Published: Dec. 12, 2023. Version: 1.0.0
Database Credentialed Access
Chest ImaGenome Dataset
Joy Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Paguio, Jasper Seth Yao, Edward Christopher Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Tanveer Syeda-Mahmood, Mehdi Moradi
multimodal machine learning chest x-ray radiology scene graph visual dialogue object detection semantic reasoning bounding box relation extraction knowledge graph explainability reasoning chest cxr visual question answering deep learning disease progression
Published: July 13, 2021. 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
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
Tasks 1 and 3 from Progress Note Understanding Suite of Tasks: SOAP Note Tagging and Problem List Summarization
Yanjun Gao, John Caskey, Timothy Miller, Brihat Sharma, Matthew Churpek, Dmitriy Dligach, Majid Afshar
Published: Sept. 30, 2022. Version: 1.0.0