Kaggle offers a wide range of free, open datasets that are available to use for practice. Type 'health' (or any other keyword) in the search field to find datasets related to health.
The Data Access Support Hub (DASH) of the HDRN provides a comprehensive list of health data resources available across Canada, as well as support for data access and an algorithm inventory. Costs may be associated with use of the DASH and/or for data sources.
This pan-Canadian database contains de-identified information for nearly 1.9 million patients, extracted from the electronic medical records (EMRs) of primary care providers. This includes demographics, diagnoses and medical history, prescribed medications, laboratory results, physical measurements, behavioural risk factors, billing, vaccinations, and allergies. Fees apply and data are analyzed within a virtual secure research environment.
ICES offers a wealth of data reflecting nearly all interactions with the health system in Ontario, including registries, health service administrative data, survey data, clinical data, and special collections. Researchers can submit a request for data or analytic services HERE.
Clinical and administrative data are collected as part of the GEMINI database from over 20 hospitals in Ontario for more than 370,000 patients. This database is available for research purposes. Researchers must submit a proposal for review and follow the steps outlined HERE. Fees may apply.
This is a large, free, publicly available database containing de-identified data for patients admitted to the Beth Israel Deaconess Medical Center in Boston, Massachusetts. There are several steps to complete before access is granted, which are detailed HERE.
More information about MIMIC: https://mimic.mit.edu
SyntheaTM is an open-source patient data simulator that has created several large synthetic EHR datasets freely available for secondary uses. See paper by Walonoski et al. for more details about the methods and software.