Resources
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
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 Restricted Access
MIMIC-Eye: Integrating MIMIC Datasets with REFLACX and Eye Gaze for Multimodal Deep Learning Applications
Chihcheng Hsieh, Chun Ouyang, Jacinto C Nascimento, Joao Pereira, Joaquim Jorge, Catarina Moreira
Published: March 23, 2023. 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 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
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
Yuxiang Liao, Hantao Liu, Irena Spasic
radiology natural language processing coreference resolution
Published: Jan. 30, 2024. 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 Open Access
CheXmask Database: a large-scale dataset of anatomical segmentation masks for chest x-ray images
Nicolas Gaggion, Candelaria Mosquera, Martina Aineseder, Lucas Mansilla, Diego Milone, Enzo Ferrante
chest x-ray segmentation medical image segmentation automatic quality assesment
Published: March 1, 2024. Version: 0.4
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 multimodal machine learning chest x-ray radiology explainability chest cxr deep learning
Published: Sept. 12, 2020. Version: 1.0.0
Database Credentialed Access
MS-CXR: Making the Most of Text Semantics to Improve Biomedical Vision-Language Processing
Benedikt Boecking, Naoto Usuyama, Shruthi Bannur, Daniel Coelho de Castro, Anton Schwaighofer, Stephanie Hyland, Maria Teodora Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez Valle, Hoifung Poon, Ozan Oktay
chest x-ray vision-language processing
Published: May 16, 2022. Version: 0.1