Resources
Challenge Credentialed Access
SNOMED CT Entity Linking Challenge
Will Hardman, Mark Banks, Rory Davidson, Donna Truran, Nindya Widita Ayuningtyas, Hoa Ngo, Alistair Johnson, Tom Pollard
snomed entity linking clinical annotation
Published: Dec. 19, 2023. Version: 1.0.0
Model Credentialed Access
Characterization of Stigmatizing Language in Medical Records
Keith Harrigian, Ayah Zirikly, Brant Chee, Alya Ahmad, Anne Links, Somnath Saha, Mary Catherine Beach, Mark Dredze
mimic clinical natural language processing domain transfer bias stigmatizing language large language models
Published: Nov. 6, 2023. Version: 1.0.0
Database Credentialed Access
Medical-Diff-VQA: A Large-Scale Medical Dataset for Difference Visual Question Answering on Chest X-Ray Images
Xinyue Hu, Lin Gu, Qiyuan An, Mengliang Zhang, liangchen liu, Kazuma Kobayashi, Tatsuya Harada, Ronald Summers, Yingying Zhu
chest x-ray visual question answering difference vqa vqa difference visual question answering
Published: Sept. 15, 2023. Version: 1.0.0
Database Credentialed Access
Radiology Report Expert Evaluation (ReXVal) Dataset
Feiyang Yu, Mark Endo, Rayan Krishnan, Ian Pan, Andy Tsai, Eduardo Pontes Reis, Eduardo Kaiser Ururahy Nunes Fonseca, Henrique Lee, Zahra Shakeri, Andrew Ng, Curtis Langlotz, Vasantha Kumar Venugopal, Pranav Rajpurkar
Published: June 20, 2023. Version: 1.0.0
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
Database Credentialed Access
Learning to Ask Like a Physician: a Discharge Summary Clinical Questions (DiSCQ) Dataset
Eric Lehman
machine learning question generation question answering
Published: July 28, 2022. Version: 1.0
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
Software Open Access
Model for Simulating ECG and PPG Signals with Arrhythmia Episodes
Andrius Sološenko, Andrius Petrėnas, Birutė Paliakaitė, Vaidotas Marozas, Leif Sörnmo
arrhythmia atrial fibrillation noise ppg tachycardia detection motion artifacts simulation bradycardia ecg
Published: May 2, 2022. Version: 1.3.1
Database Credentialed Access
RuMedNLI: A Russian Natural Language Inference Dataset For The Clinical Domain
Pavel Blinov, Aleksandr Nesterov, Galina Zubkova, Arina Reshetnikova, Vladimir Kokh, Chaitanya Shivade
natural language inference recognizing textual entailment russian language
Published: April 1, 2022. 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 computer vision machine learning chest x-rays radiology reflacx fixations gaze deep learning
Published: Sept. 27, 2021. Version: 1.0.0