Resources
Database Credentialed Access
Chest X-ray Dataset with Lung Segmentation
Wimukthi Indeewara, Mahela Hennayake, Kasun Rathnayake, Thanuja Ambegoda, Dulani Meedeniya
segmentation medical reports u-net chest radiographs mimic-cxr chest x-ray
Published: Feb. 8, 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
scene graph visual dialogue object detection semantic reasoning bounding box knowledge graph explainability reasoning relation extraction chest cxr disease progression multimodal radiology visual question answering deep learning chest x-ray machine learning
Published: July 13, 2021. Version: 1.0.0
Database Restricted Access
REFLACX: Reports and eye-tracking data for localization of abnormalities in chest x-rays
Ricardo Bigolin Lanfredi, Mingyuan Zhang, William Auffermann, Jessica Chan, Phuong-Anh Duong, Vivek Srikumar, Trafton Drew, Joyce Schroeder, Tolga Tasdizen
eye tracking radiology report reflacx fixations computer vision chest x-rays gaze radiology deep learning machine learning
Published: Sept. 27, 2021. Version: 1.0.0
Database Credentialed Access
CXR-PRO: MIMIC-CXR with Prior References Omitted
Vignav Ramesh, Nathan Chi, Pranav Rajpurkar
generation free-text radiology reports references to priors retrieval large language models
Published: Nov. 23, 2022. Version: 1.0.0
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 Restricted Access
REFLACX: Reports and eye-tracking data for localization of abnormalities in chest x-rays
Ricardo Bigolin Lanfredi, Mingyuan Zhang, William Auffermann, Jessica Chan, Phuong-Anh Duong, Vivek Srikumar, Trafton Drew, Joyce Schroeder, Tolga Tasdizen
eye tracking radiology report reflacx fixations computer vision chest x-rays gaze radiology deep learning machine learning
Published: Sept. 27, 2021. 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
scene graph visual dialogue object detection semantic reasoning bounding box knowledge graph explainability reasoning relation extraction chest cxr disease progression multimodal radiology visual question answering deep learning chest x-ray machine learning
Published: July 13, 2021. Version: 1.0.0