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Title:
METHOD FOR LEARNING AND DEVICE FOR REVIEWING INSURANCE REVIEW CLAIM STATEMENT ON BASIS OF DEEP NEURAL NETWORK
Document Type and Number:
WIPO Patent Application WO/2019/164284
Kind Code:
A1
Abstract:
Disclosed are a method for learning and a device for reviewing an insurance review claim statement on the basis of a deep neural network. Provided is a method for learning an insurance review claim statement on the basis of a deep neural network, by a device for reviewing an insurance claim statement, comprising the steps of: receiving an input of a plurality of insurance review claim statements comprising at least one of first information including a plurality of general items related to an insurance claim statement in general, second information including a plurality of diagnosed patient injury/disease items related to an injury or a disease of a diagnosed patient, third information including a plurality of treatment history items related to a treatment history, and fourth information including a plurality of prescription issuance items related to prescription issuance; classifying, into categorical data or numerical data, the general items, diagnosed patient injury/disease items, treatment history items, or prescription items included in the first to fourth information in the insurance review claim statements; converting the categorical data or the numerical data so as to be able to input same to a deep neural network learning unit; inputting the converted data to the deep neural network learning unit in a device for reviewing an insurance claim statement; training a deep neural network by using a first part of the converted data; and verifying the deep neural network by using a second part of the converted data.

Inventors:
HUR, Cin Young (1011, 17 Seocho-daero,Seocho-gu, Seoul, 06569, KR)
CHO, Yong Hyun (302 16, Daebangdong 27-gilDongjak-gu, Seoul, 06945, KR)
Application Number:
KR2019/002106
Publication Date:
August 29, 2019
Filing Date:
February 21, 2019
Export Citation:
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Assignee:
LINEWALKS INC. (#503, 74 Sinbanpo-ro 45-gil,Seocho-gu, Seoul, 06527, KR)
International Classes:
G06Q10/10; G06N3/08; G06Q40/08
Attorney, Agent or Firm:
CHOI, Seung Wook (#806, 96 Beobwonro,Songpa-gu, Seoul, 05855, KR)
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