Resources
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Pulmonary Edema Severity Grades Based on MIMIC-CXR
Ruizhi Liao, Geeticka Chauhan, Polina Golland, Seth Berkowitz, Steven Horng
Published: Feb. 9, 2021. Version: 1.0.1
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matthew Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-ray mimic radiology deep learning
Published: March 12, 2024. Version: 2.1.0
Database Credentialed Access
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
Yuxiang Liao, Hantao Liu, Irena Spasic
natural language processing coreference resolution radiology
Published: Jan. 30, 2024. Version: 1.0.0
Database Restricted Access
Application of Med-PaLM 2 in the refinement of MIMIC-CXR labels
Kendall Park, Rory Sayres, Andrew Sellergren, Tom Pollard, Fayaz Jamil, Timo Kohlberger, Charles Lau, Atilla Kiraly
Published: Feb. 4, 2025. Version: 1.0.0
Database Restricted Access
Visual Question Answering evaluation dataset for MIMIC CXR
Timo Kohlberger, Charles Lau, Tom Pollard, Andrew Sellergren, Atilla Kiraly, Fayaz Jamil
Published: Jan. 28, 2025. Version: 1.0.0
Database Credentialed Access
LLaVA-Rad MIMIC-CXR Annotations
Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu-Hsin Wei, Tristan Naumann, Muhao Chen, Matthew Lungren, Akshay Chaudhari, Serena Yeung, Curtis Langlotz, Sheng Wang, Hoifung Poon
Published: Jan. 24, 2025. 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, Harshita Sharma, Maria Teodora Wetscherek, Tristan Naumann, Aditya Nori, Javier Alvarez Valle, Hoifung Poon, Ozan Oktay
vision-language processing chest x-ray localization phrase grounding
Published: Nov. 15, 2024. Version: 1.1.0
Database Restricted Access
CheXchoNet: A Chest Radiograph Dataset with Gold Standard Echocardiography Labels
Pierre Elias, Shreyas Bhave
heart failure chest x-rays early detection cardiac structural abnormalties deep learning
Published: March 20, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-CXR-JPG - chest radiographs with structured labels
Alistair Johnson, Matthew Lungren, Yifan Peng, Zhiyong Lu, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-ray mimic radiology deep learning
Published: March 12, 2024. Version: 2.1.0
Database Credentialed Access
RadCoref: Fine-tuning coreference resolution for different styles of clinical narratives
Yuxiang Liao, Hantao Liu, Irena Spasic
natural language processing coreference resolution radiology
Published: Jan. 30, 2024. Version: 1.0.0