Resources
Database Credentialed Access
AMR-UTI: Antimicrobial Resistance in Urinary Tract Infections
Michael Oberst, Soorajnath Boominathan, Helen Zhou, Sanjat Kanjilal, David Sontag
antibiotic resistance causal inference policy learning antimicrobial resistance urinary tract infection clinical decision support machine learning
Published: Nov. 4, 2020. Version: 1.0.0
Database Open Access
Electrocardiogram, skin conductance and respiration from spider-fearful individuals watching spider video clips
Frank R Ihmig, Antonio Gogeascoechea, Sarah Schäfer, Johanna Lass-Hennemann, Tanja Michael
exposure therapy psychophysiology biosignals anxiety disorders wearable sensors anxiety level detection machine learning
Published: June 5, 2020. Version: 1.0.0
Database Credentialed Access
MIMIC-III Clinical Database
Alistair Johnson, Tom Pollard, Roger Mark
MIMIC-III is a large, freely-available database comprising deidentified health-related data associated with over forty thousand patients who stayed in critical care units of the Beth Israel Deaconess Medical Center between 2001 and 2012. The databas…
intensive care clinical critical care natural language processing machine learning
Published: Sept. 4, 2016. Version: 1.4
Database Open Access
Apnea-ECG Database
apnea sleep multiparameter challenge ecg
Published: Feb. 10, 2000. Version: 1.0.0
Visualize waveformsDatabase 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 machine learning evaluation visual question answering electronic health records benchmark multi-modal question answering deep learning chest x-ray ehr question answering semantic parsing
Published: July 23, 2024. Version: 1.0.0
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Brian Gow, Benjamin Moody, Steven Horng, Leo Anthony Celi, Roger Mark
critical care intensive care unit mimic machine learning
Published: July 23, 2024. Version: 3.0
Database Credentialed Access
MIMIC-CXR Database
Alistair Johnson, Tom Pollard, Roger Mark, Seth Berkowitz, Steven Horng
computer vision chest x-rays natural language processing radiology mimic machine learning
Published: July 23, 2024. Version: 2.1.0
Database Credentialed Access
MIMIC-Ext-MIMIC-CXR-VQA: A Complex, Diverse, And Large-Scale Visual Question Answering Dataset for 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 multimodal radiology machine learning evaluation visual question answering electronic health records benchmark deep learning chest x-ray
Published: July 19, 2024. Version: 1.0.0
Challenge Credentialed Access
MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models
João Matos, Tristan Struja, David S Restrepo, Luis Filipe Nakayama, Jack Gallifant, Luca Weishaupt, Nikita Mullangi, Maria Loureiro, Skyler Shapiro, Adrien Carrel, Leo Anthony Celi
health equity pulse oximetry machine learning
Published: May 8, 2023. Version: 1.0.0
Database Credentialed Access
Learning to Ask Like a Physician: a Discharge Summary Clinical Questions (DiSCQ) Dataset
Eric Lehman
question generation question answering machine learning
Published: July 28, 2022. Version: 1.0