Table 6.

Publicly available dataset for medical experiments.

Dataset Source	Medical Domain	Category	Size
RSNA(Radiological Society of North America) and NIH [72]	Pneumonia	NIH chest X-ray dataset with initial annotation.	26,601 CXR Images
Kermany [73]	Pneumonia	Chest X-rays	5856 CXR Images
Chest radiographs (SCR) dataset X-ray images [74]	Pneumonia	Chest radiographs	247 frontal viewed posterior-anterior (PA)
Central Line-Associated Bloodstream infections (CLABSI) in California Hospitals [75]	Blood Stream Infections (BSI)	The CLABSI (text/csv) dataset contains reported infections, baseline data predictions, days count for central line, standard infection ratio (SIR), associated confidence interval of 95%, and grading with respect to national baseline.	Details from 461 hospitals.
MIMIC Clinical Database [76,77]	Epidemics (HER Data)	The MIMIC dataset consists of ICU data with high patient’s count including vital signs, laboratory test, and medication courses.	The MIMIC-III database has 26 relational tables containing patient’s data (SUBJECT_ID), hospital admissions (HADM_ID), and ICU admissions(ICUSTAY_ID).
ICES Data Repository [78]	EHR Data	EHR Data recorded from the health services of Ontario.	13 million people.
Veterans Health Administration [79,80]	EHR Data	EHR data from US Veteran’s Affairs (VA) dataset	1293 health care facilities with 171 medical center and 1112 outpatient sites.