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The MIMIC-III dataset
The MIMIC-III dataset and how do access to all the datasets?
MIMIC-III (Medical Information Mart for Intensive Care III) is an extensive and freely-available clinical database. I remember that I have used the MIMIC-III dataset in my thesis work. It was helpful for us in order to test our developed model to summarize clinical notes.
So here I will tell a bit about the MIMIC-III dataset. The first release is MIMIC- II (Multiparameter Intelligent Monitoring Intensive Care), which contained patients’ data at Beth Israel Deaconess Medical Center between 2001 and 2008. Since the MIMIC was one of the few first available databases, many research publications are concluded based on MIMIC-II. To relate it with the current data website: https://mimic.physionet.org/mimicdata/whatsnew/describes the relationship between tables to understand how it was upgraded. MIMIC-III is an extension of old MIMIC-II, which was later incorporated with further data from 2008–12.
MIMIC-III is presented as a compilation of comma-separated value (CSV ) files. THE MIMIC-III DATASET of 100 records can be downloaded directly from Physionet, but access to all 26 tables, a particular MIT-based course is required. The course “Data or Specimens Only Research” course ensures defining data regulation laws for research purposes. Here is a table present-
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