Resources
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
Database Credentialed Access
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images
Seongsu Bae, Daeun Kyung, Jaehee Ryu, Eunbyeol Cho, Gyubok Lee, Sunjun Kweon, Jungwoo Oh, Lei JI, Eric Chang, Tackeun Kim, Edward Choi
question answering evaluation visual question answering electronic health records benchmark multi-modal question answering deep learning chest x-ray ehr question answering semantic parsing machine learning
Published: July 23, 2024. Version: 1.0.0
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
Database Restricted Access
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data
Zhongheng Zhang, Linghong Cao, Yan Zhao, Ziyin Xu, Rangui Chen, Lukai Lv, Ping Xu
heart failure china electronic health record
Published: May 22, 2022. Version: 1.3
Database Restricted Access
Hospitalized patients with heart failure: integrating electronic healthcare records and external outcome data
Zhongheng Zhang, Linghong Cao, Yan Zhao, Ziyin Xu, Rangui Chen, Lukai Lv, Ping Xu
heart failure china electronic health record
Published: May 22, 2022. Version: 1.3
Database Credentialed Access
NCH Sleep DataBank: A Large Collection of Real-world Pediatric Sleep Studies with Longitudinal Clinical Data
Harlin Lee, Boyue Li, Yungui Huang, Yuejie Chi, Simon Lin
eeg ehr polysomnography pediatrics clinical decision support sleep study ecg sleep disorders electronic health records
Published: Oct. 27, 2021. Version: 3.1.0
Database 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
MIMIC-III and eICU-CRD: Feature Representation by FIDDLE Preprocessing
Shengpu Tang, Parmida Davarmanesh, Yanmeng Song, Danai Koutra, Michael Sjoding, Jenna Wiens
preprocessing electronic health record machine learning
Published: April 28, 2021. Version: 1.0.0
Database Credentialed Access
BOLD, a blood-gas and oximetry linked dataset
João Matos, Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie Charpignon, Xiaoli Liu, Jaime dos Santos Cardoso, Leo Anthony Celi, An Kwok Wong
health equity pulse oximetry intensive care unit electronic health records
Published: Nov. 8, 2023. Version: 1.0
Challenge Credentialed Access
BioNLP Workshop 2023 Shared Task 1A: Problem List Summarization
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Majid Afshar
bionlp clinical natural language processing electronic health record summarization
Published: Nov. 12, 2023. Version: 2.0.0