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Title:
SYSTEM FOR REFINING PATHOLOGY EXAMINATION RESULT REPORT THROUGH ONTOLOGY DATABASE-BASED DEEP LEARNING
Document Type and Number:
WIPO Patent Application WO/2021/261763
Kind Code:
A1
Abstract:
A system for refining a pathology examination result report through ontology database-based deep learning according to one embodiment of the present invention may comprise: an ontology database which provides keywords for the refining and keyword extraction of a pathology examination result report; an artificial intelligence deep learning keyword extraction unit which applies an artificial intelligence deep learning model to extract keywords of the pathology examination result report on the basis of an ontology stored in the ontology database; and a post-processing filter unit which, on the basis of the ontology stored in the ontology database, performs at least one of category classification, term mapping, or similarity evaluation on the keywords extracted by the artificial intelligence deep learning keyword extraction unit, thereby identifying and filtering data that has not been refined normally.

Inventors:
JOO HYUNG JOON (KR)
SEOK JUNHEE (KR)
LEE JEONG HYEON (KR)
KIM YOO JOONG (KR)
LEE JEONG MOON (KR)
KIM JONG-HO (KR)
CHOI SUN HO (KR)
PARK SOO WAN (KR)
Application Number:
PCT/KR2021/005760
Publication Date:
December 30, 2021
Filing Date:
May 07, 2021
Export Citation:
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Assignee:
UNIV KOREA RES & BUS FOUND (KR)
International Classes:
G16H15/00; G06F16/33; G06F16/332; G06F16/335; G06N3/08; G16H50/70
Foreign References:
KR20180113287A2018-10-16
KR20190102399A2019-09-04
KR20200022110A2020-03-03
KR101099446B12011-12-27
JP2015207261A2015-11-19
Attorney, Agent or Firm:
TAEBAEK INTELLECTUAL PROPERTY LAW FIRM (KR)
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