cardea.problem_definition

Prolonged Length of Stay

ProlongedLengthOfStay([t])	Defines the problem of length of stay
ProlongedLengthOfStay.generate_cutoff_times(es)	Generates cutoff times for the prediction problem.

Length of Stay

LengthOfStay()	Defines the problem of length of stay, predicting how many days the patient will be in the hospital.
LengthOfStay.generate_cutoff_times(es)	Generates cutoff times for the prediction problem.

Readmission

Readmission([t])	Defines the problem of readmission.
Readmission.generate_cutoff_times(es)	Generates cutoff times for the prediction problem.

MortalityPrediction

MortalityPrediction()	Defines the problem of diagnosis Prediction.
MortalityPrediction.generate_cutoff_times(es)	Generates cutoff times for the prediction problem.

DiagnosisPrediction

DiagnosisPrediction(d)	Defines the problem of diagnosis Prediction.
DiagnosisPrediction.generate_cutoff_times(es)	Generates cutoff times for the prediction problem.

MissedAppointmentProblemDefinition

MissedAppointment()	Defines the problem of missed appointment
MissedAppointment.generate_cutoff_times(…)	Generates cutoff times for the prediction problem.

cardea.data_loader.load_mimic_data cardea.problem_definition.ProlongedLengthOfStay