Resources
Database Credentialed Access
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
Xuhai Xu, Han Zhang, Yasaman Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin Kuehn, Mike Merrill, Paula Nurius, Shwetak Patel, Tim Althoff, Margaret Morris, Eve Riskin, Jennifer Mankoff, Anind Dey
health ubiquitous computing well-being passive mobile sensing human behavior modeling
Published: March 14, 2023. Version: 1.1
Database Contributor Review
BRATECA (Brazilian Tertiary Care Dataset): a Clinical Information Dataset for the Portuguese Language
Henrique Dias, Ana Helena Dias Pereira dos Ulbrich
prescriptions exams tertiary care clinical notes natural language processing
Published: July 14, 2022. Version: 1.1
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 mimic-cxr u-net chest radiographs
Published: Feb. 8, 2023. Version: 1.0.0
Database Open Access
PTB-XL, a large publicly available electrocardiography dataset
Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter
electrocardiography ptb-xl ptb ecg
Published: Nov. 9, 2022. Version: 1.0.3
Visualize waveformsDatabase 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
Chest ImaGenome Dataset
Joy Wu, Nkechinyere Agu, Ismini Lourentzou, Arjun Sharma, Joseph Paguio, Jasper Seth Yao, Edward Christopher Dee, William Mitchell, Satyananda Kashyap, Andrea Giovannini, Leo Anthony Celi, Tanveer Syeda-Mahmood, Mehdi Moradi
machine learning multimodal radiology chest x-ray scene graph visual question answering visual dialogue object detection semantic reasoning bounding box relation extraction knowledge graph explainability reasoning chest cxr deep learning disease progression
Published: July 13, 2021. Version: 1.0.0
Database Credentialed Access
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
Luis Filipe Nakayama, Mariana Goncalves, Lucas Zago Ribeiro, Helen Santos, Daniel Ferraz, Fernando Malerbi, Leo Anthony Celi, Caio Regatieri
Published: March 8, 2023. Version: 1.0.0
Database Credentialed Access
A Brazilian Multilabel Ophthalmological Dataset (BRSET)
Luis Filipe Nakayama, Mariana Goncalves, Lucas Zago Ribeiro, Helen Santos, Daniel Ferraz, Fernando Malerbi, Leo Anthony Celi, Caio Regatieri
Published: March 8, 2023. Version: 1.0.0
Database Credentialed Access
GOSSIS-1-eICU, the eICU-CRD subset of the Global Open Source Severity of Illness Score (GOSSIS-1) dataset
Jesse Raffa, Alistair Johnson, Tom Pollard, Omar Badawi
icu critical care severity of illness global gossis apache mortality prediction benchmarking
Published: July 20, 2022. Version: 1.0.0
Database Restricted Access
VinDr-PCXR: An open, large-scale pediatric chest X-ray dataset for interpretation of common thoracic diseases
Hieu Huy Pham, Tien Thanh Tran, Ha Quy Nguyen
Published: March 21, 2022. Version: 1.0.0