Disclosure(s): No relevant financial relationship(s) to disclose.
Disclosure(s):
Ankit Sakhuja, MS, MBBS: No relevant financial relationship(s) to disclose.
Learning Objectives:
Primer on machine learning concepts e.g. cross-validation, data leakage, benchmarks, performance metrics, fairness evaluation
Publicly available high resolution ICU data sets will be introduced: MIMIC (US), eICU-CRD (US), AmsterdamUMCdb (Netherlands), HiRID (Switzerland), SICdb (Austria)
