Resources
Database Contributor Review
CARMEN-I: A resource of anonymized electronic health records in Spanish and Catalan for training and testing NLP tools
Eulalia Farre Maduell, Salvador Lima-Lopez, Santiago Andres Frid, Artur Conesa, Elisa Asensio, Antonio Lopez-Rueda, Helena Arino, Elena Calvo, Maria Jesús Bertran, Maria Angeles Marcos, Montserrat Nofre Maiz, Laura Tañá Velasco, Antonia Marti, Ricardo Farreres, Xavier Pastor, Xavier Borrat Frigola, Martin Krallinger
de-identification clinical ner anonymization
Published: April 20, 2024. Version: 1.0.1
Challenge Open Access
Heart Murmur Detection from Phonocardiogram Recordings: The George B. Moody PhysioNet Challenge 2022
Matthew Reyna, Yashar Kiarashi, Andoni Elola, Jorge Oliveira, Francesco Renna, Annie Gu, Erick Andres Perez Alday, Nadi Sadr, Sandra Mattos, Miguel Coimbra, Reza Sameni, Ali Bahrami Rad, Zuzana Koscova, Gari Clifford
challenge competition cardiac auscultation congenital heart diseases
Published: Sept. 28, 2023. Version: 1.0.0
Database Open Access
Facial and oral temperature data from a large set of human subject volunteers
Quanzeng Wang, Yangling Zhou, Pejman Ghassemi, Dwith Chenna, Michelle Chen, Jon Casamento, Joshua Pfefer, David Mcbride
clinical accuracy receiver operating characteristic curve infectious disease epidemics thermography fever screening thermometry inner canthus elevated body temperature facial maximum temperatures infrared thermograph pearson correlation coefficients
Published: May 24, 2023. Version: 1.0.0
Database Credentialed Access
Critical care database comprising patients with infection at Zigong Fourth People's Hospital
Ping Xu, Lin Chen, Zhongheng Zhang
Published: June 30, 2022. Version: 1.1
Database Credentialed Access
DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries
Jayetri Bardhan, Anthony Colas, Kirk Roberts, Daisy Zhe Wang
Published: April 12, 2022. Version: 1.0.0
Challenge Open Access
Paroxysmal Atrial Fibrillation Events Detection from Dynamic ECG Recordings: The 4th China Physiological Signal Challenge 2021
Xingyao Wang, Caiyun Ma, Xiangyu Zhang, Hongxiang Gao, Gari D. Clifford, Chengyu Liu
event detection paroxysmal atrial fibrillation
Published: June 21, 2021. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
Curated Data for Describing Blood Glucose Management in the Intensive Care Unit
Aldo Robles Arévalo, Roselyn Mateo-Collado, Leo Anthony Celi
insulin replacement therapy glycemic control critical care
Published: April 19, 2021. Version: 1.0.1
Database Credentialed Access
EHR-DS-QA: A Synthetic QA Dataset Derived from Medical Discharge Summaries for Enhanced Medical Information Retrieval Systems
Konstantin Kotschenreuther
mimic-iv clinical question-answering medical discharge summaries large language models
Published: Jan. 11, 2024. 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
RadQA: A Question Answering Dataset to Improve Comprehension of Radiology Reports
Sarvesh Soni, Kirk Roberts
electronic health records clinical notes question answering radiology reports machine reading comprehension
Published: Dec. 9, 2022. Version: 1.0.0