Resources
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
chest audio convolutional network eye tracking radiology multimodal explainability heatmap chest x-ray cxr deep learning machine learning
Published: Sept. 12, 2020. Version: 1.0.0
Database Credentialed Access
MIMIC-III - SequenceExamples for TensorFlow modeling
Jonas Kemp, Kun Zhang, Andrew Dai
deep learning tensorflow sequence modeling machine learning
Published: Sept. 29, 2020. Version: 1.0.0
Database Credentialed Access
MIMIC-IV
Alistair Johnson, Lucas Bulgarelli, Tom Pollard, Steven Horng, Leo Anthony Celi, Roger Mark
mimic intensive care unit machine learning critical care
Published: Aug. 13, 2020. Version: 0.4
Database Credentialed Access
AMR-UTI: Antimicrobial Resistance in Urinary Tract Infections
Michael Oberst, Soorajnath Boominathan, Helen Zhou, Sanjat Kanjilal, David Sontag
machine learning antibiotic resistance clinical decision support causal inference policy learning antimicrobial resistance urinary tract infection
Published: Nov. 4, 2020. Version: 1.0.0
Database Open Access
Apnea-ECG Database
sleep multiparameter apnea challenge ecg
Published: Feb. 10, 2000. Version: 1.0.0
Visualize waveformsDatabase Credentialed Access
Paediatric Intensive Care database
Haomin Li, Xian Zeng, Gang Yu
intensive care pediatrics natural language processing critical care
Published: Nov. 12, 2020. Version: 1.1.0
Database Open Access
PTB-XL, a large publicly available electrocardiography dataset
Patrick Wagner, Nils Strodthoff, Ralf-Dieter Bousseljot, Wojciech Samek, Tobias Schaeffter
ptb-xl ptb ecg electrocardiography
Published: April 24, 2020. Version: 1.0.1
Visualize waveformsDatabase Restricted Access
Smartphone-Captured Chest X-Ray Photographs
Po-Chih Kuo, ChengChe Tsai, Diego M Lopez, Alexandros Karargyris, Tom Pollard, Alistair Johnson, Leo Anthony Celi
Published: Sept. 27, 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
HiRID, a high time-resolution ICU dataset
Martin Faltys, Marc Zimmermann, Xinrui Lyu, Matthias Hüser, Stephanie Hyland, Gunnar Rätsch, Tobias Merz
high resolution icu clinical intensive care machine learning critical care
Published: May 31, 2020. Version: 1.0