mortality-prediction

Heart-Attack-Prediction

Heart Attack Prediction Using Machine Learning Algorithm

icu-model-transfer

Evaluating methods to improve model transfer for intensive care unit models

sepsis3-mimic

Evaluation of the Sepsis-3 guidelines in MIMIC-III

mimic-iv-aline-study

Replication of the arterial line study in MIMIC-IV

ml-credit

scalecast-examples

Examples of the application of individual scalecast models

imodels-data

Preprocessed data for various popular tabular datasets to go along with imodels.

pao2-fio2-prediction

Predict the PaO2/FiO2 ratio from non-laboratory derived data

seq2seq-time

Bechmarking seq2seq models on a range of multivariate regression datasets

reproducibility-mimic

Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database

challenge2012

Python code parsing data from PhysioNet Challenge 2012