Resources
Database Credentialed Access
Eye Gaze Data for Chest X-rays
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Matthew Tong, Arjun Sharma, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth Krupinski, Mehdi Moradi
audio convolutional network heatmap eye tracking machine learning multimodal radiology chest x-ray explainability chest cxr deep learning
Published: Sept. 12, 2020. 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
computer vision eye tracking radiology report machine learning chest x-rays radiology reflacx fixations gaze deep learning
Published: Sept. 27, 2021. Version: 1.0.0
Database Credentialed Access
VinDr-CXR: An open dataset of chest X-rays with radiologist annotations
Ha Quy Nguyen, Hieu Huy Pham, le tuan linh, Minh Dao, lam khanh
computer vision lesion detection disease classification chest x-ray interpretation deep learning
Published: June 22, 2021. Version: 1.0.0
Database Credentialed Access
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Shruthi Bannur, Stephanie Hyland, Qianchu Liu, Fernando Pérez-García, Max Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anton Schwaighofer, Maria Teodora Wetscherek, Hannah Richardson, Tristan Naumann, Javier Alvarez Valle, Ozan Oktay
multimodal radiology chest x-ray cxr disease progression vision-language processing
Published: March 17, 2023. Version: 1.0.0
Software Credentialed Access
Code for generating the HAIM multimodal dataset of MIMIC-IV clinical data and x-rays
Luis R Soenksen, Yu Ma, Cynthia Zeng, Leonard David Jean Boussioux, Kimberly Villalobos Carballo, Liangyuan Na, Holly Wiberg, Michael Li, Ignacio Fuentes, Dimitris Bertsimas
Published: Aug. 23, 2022. Version: 1.0.1
Database Credentialed Access
Chest X-ray segmentation images based on MIMIC-CXR
Li-Ching Chen, Po-Chih Kuo, Ryan Wang, Judy Gichoya, Leo Anthony Celi
Published: Aug. 18, 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 Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
mimic computer vision machine learning chest x-rays radiology natural language processing
Published: Sept. 19, 2019. Version: 2.0.0