Resources
Database Credentialed Access
MS-CXR-T: Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Shruthi Bannur, Stephanie Hyland, Qianchu Liu, Fernando Pérez-García, Max Ilse, Daniel Coelho de Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anton Schwaighofer, Maria Teodora Wetscherek, Hannah Richardson, Tristan Naumann, Javier Alvarez Valle, Ozan Oktay
chest x-ray multimodal radiology cxr disease progression vision-language processing
Published: March 17, 2023. Version: 1.0.0
Database Open Access
Gesture Recognition and Biometrics ElectroMyogram (GRABMyo)
Ning Jiang, Ashirbad Pradhan, Jiayuan He
Published: Dec. 2, 2022. Version: 1.0.2
Visualize waveformsDatabase Credentialed Access
CXR-PRO: MIMIC-CXR with Prior References Omitted
Vignav Ramesh, Nathan Chi, Pranav Rajpurkar
generation large language models free-text radiology reports references to priors retrieval
Published: Nov. 23, 2022. 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 Open Access
Haaglanden Medisch Centrum sleep staging database
Diego Alvarez-Estevez, Roselyne Rijsman
edf inter-database generalization sleep staging psg deep learning
Published: March 18, 2022. Version: 1.1
Visualize waveformsDatabase 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 disorders sleep study electronic health records ecg
Published: Oct. 27, 2021. Version: 3.1.0
Database Restricted Access
BigIdeasLab_STEP: Heart rate measurements captured by smartwatches for differing skin tones
Brinnae Bent, Jessilyn Dunn
Published: Feb. 10, 2021. Version: 1.0
Database Credentialed Access
Eye Gaze Data for Chest X-rays
Alexandros Karargyris, Satyananda Kashyap, Ismini Lourentzou, Joy Wu, Matthew Tong, Arjun Sharma, Shafiq Abedin, David Beymer, Vandana Mukherjee, Elizabeth Krupinski, Mehdi Moradi
audio convolutional network heatmap eye tracking chest x-ray multimodal radiology machine learning explainability chest cxr deep learning
Published: Sept. 12, 2020. Version: 1.0.0
Database Open Access
Multilevel Monitoring of Activity and Sleep in Healthy People
Alessio Rossi, Eleonora Da Pozzo, Dario Menicagli, Chiara Tremolanti, Corrado Priami, Alina Sirbu, David Clifton, Claudia Martini, David Morelli
sleep physiological response melatonin cortisol circadian rhythm psychological response saliva health
Published: June 19, 2020. Version: 1.0.0
Database Credentialed Access
Phenotype Annotations for Patient Notes in the MIMIC-III Database
Edward Moseley, Leo Anthony Celi, Joy Wu, Franck Dernoncourt
patient classification natural language processing
Published: March 5, 2020. Version: 1.20.03