公开(公告)号：US20220323018A1

公开(公告)日：2022-10-13

申请号：US17615919

申请日：2020-06-03

Applicant: RAMBAM MED-TECH LTD.

Inventor： Anat SHROT ,  Michael ROIMI

IPC: A61B5/00 ,  G16H50/20

Abstract: A method for predicting a medical condition in a patient, the method comprising: receiving, with respect to each of a plurality of subjects, a plurality of clinical parameters, and an outcome indication with respect the said medical condition; applying to said plurality of clinical parameters one or more feature selection algorithms, to select a subset of said plurality of clinical parameters as the most relevant predictors; at a training stage, training a machine learning model on a training set comprising: (i) said relevant predictors with respect to each of said subjects, and (ii) labels associated with said outcome indication in said subject; and at an inference stage, applying said trained machine learning model to a target subset of said relevant predictors with respect to a target patient, to predict said medical condition in said target patient.