datasets.md

Datasets

Survival datasets

Hospital data

• Yale Emergency Dept dataset
• US medicare # external
• EHR temporal variability # external
• NHANES
• subset of SEER
  • 4024 samples, 16 vars in total
  • Time2event: Survival Months, Status (Dead vs Alive)

ICU datasets

• [HiRID 2020]
• [WIDS2020 (on Kaggle)]
• ICU: septic shock alert (Liu et al., Scientific Reports 2019) # external
• COVID2019
  • time2event, event = {discharge, death}

Various

• ESP (Early Stage Prediction) for Longitudinal Data

ECG

• ECG-ViEW
• PTB
• Various on PhysioNet

Physiological time-series

• HRV data (JAHA2019)
• Subject999
• Fitbit data from 18 subjects
• WISDM dataset
• eDREAM, 2016

  - Wireless electroencephalogram (EEG) headband
  - Electrocardiography (ECG), Galvanic Skin Responses (GSR) sensors and a respiration band
  - Remote eye-tracker
  - Participant-facing video-racordings
  - Participant-facing color cameras (the non-identifiable portion of the dataset can be available for research purposes.)
  

• SWELL, WESAD
• Contactless cardiac arrest detection using smart devices, 2020: All data necessary for interpreting the manuscript have been included. The datasets used in the current study are not publicly available due to the sensitivity of 9-1-1 calls but are available from the corresponding authors on reasonable request and with the permission of Public Health-Seattle & King County, Division of Emergency Medical Services.
  • Sample wave file (1.21GB) in their published code

Medication

• http://dataset.lixoft.com/data-set-examples/

Older datasets

• Right heart catheterization dataset
• Diabetes
• National longitudinal mortality survey # turnaround time maybe within 24 hours

Imaging data

• smartphone-captured-chest-x-ray-photographs-1.0.0\Photo-MMC\MIMICCXR-photo-frontal
• Breast MRI, DCE sequence

Population statistics

• COVID19 from OpenCanada