The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 14, 2020
Filed:
Aug. 25, 2016
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Jianying Hu, Bronx, NY (US);
Kun Lin, Bethesda, MD (US);
Gigi Y. Yuen-Reed, Tampa, FL (US);
Ping Zhang, White Plains, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/2458 (2019.01); G06N 5/02 (2006.01); G06F 16/248 (2019.01); G06F 16/28 (2019.01); G06F 16/22 (2019.01); G16H 40/67 (2018.01); G16H 10/20 (2018.01); G16H 10/60 (2018.01); G06N 20/00 (2019.01); G16H 40/63 (2018.01); G16H 50/70 (2018.01);
U.S. Cl.
CPC ...
G06F 16/2477 (2019.01); G06F 16/2228 (2019.01); G06F 16/248 (2019.01); G06F 16/285 (2019.01); G06N 5/02 (2013.01); G06N 20/00 (2019.01); G16H 10/20 (2018.01); G16H 10/60 (2018.01); G16H 40/63 (2018.01); G16H 40/67 (2018.01); G16H 50/70 (2018.01);
Abstract
Embodiments include methods, systems and computer program products for reducing feature space in analysis of medical data. Aspects include receiving patient temporal traces. Aspects also include conducting sequential pattern mining on the patient temporal traces to produce sequential features. Aspects also include clustering the sequential features with a similarity metric. Aspects also include analyzing the clustered features to predict a healthcare outcome.