PhysioNet Challenge 2012 is a publicly available medical dataset that contains desensitized records of 8,000 ICU patients. Each record consists of approximately 48 hours of multivariate time series data, recording 37 indicators of the patient at different time periods during hospitalization, such as respiratory rate, blood sugar, etc.