Search International and National Patent Collections

1. (WO2018220550) MEDICAL RECORD PROBLEM LIST GENERATION

Pub. No.:    WO/2018/220550    International Application No.:    PCT/IB2018/053845
Publication Date: Fri Dec 07 00:59:59 CET 2018 International Filing Date: Thu May 31 01:59:59 CEST 2018
IPC: G06F 19/00
Applicants: INTERNATIONAL BUSINESS MACHINES CORPORATION
IBM UNITED KINGDOM LIMITED
IBM (CHINA) INVESTMENT COMPANY LIMITED
Inventors: DEVARAKONDA, Murthy
MESSAOUD, Safa
TSOU, Ching-Huei
Title: MEDICAL RECORD PROBLEM LIST GENERATION
Abstract:
Embodiments of the invention include methods, systems, and computer program products for generating a medical problem list. A non-limiting example of the method includes receiving, by a processor, a plurality of disease categories. A disease category set that includes a plurality of top level disease categories is defined using the processor, wherein the disease category set is based at least in part upon the plurality of disease categories. The processor is used to extract a plurality of candidate training problems from an electronic patient record training set. The processor is used to assign each of the candidate training problems to the plurality of top level disease categories. The processor is used to generate a disease category model for each of the top level disease categories from the electronic patient record training set using a machine learning technique.