APPARATUS AND METHOD FOR EVALUATING STATE OF CANCER REGION

Title:

APPARATUS AND METHOD FOR EVALUATING STATE OF CANCER REGION

Document Type and Number:

WIPO Patent Application WO/2020/075991

Kind Code:

A1

Abstract:

A cancer region evaluation apparatus according to the present disclosure may be provided. The cancer region evaluation apparatus may comprise: a diagnosis region detection unit comprising a diagnosis region detection model which uses, as an input, at least one parametric magnetic resonance imaging (MRI) configured on the basis of different parameters and uses, as an output, a parametric MRI of a diagnosis region which is configured by extracting a diagnosis region from the at least one parametric MRI; a cancer region detection unit comprising a cancer region detection model which uses, as an input, the parametric MRI of the diagnosis region and uses, as an output, cancer region information; a cancer feature vector extraction unit for extracting a cancer feature vector using, as an input, the cancer region information and the parametric MRI of the diagnosis region corresponding to a cancer region; and a cancer region evaluation unit which is based on artificial neural network learning and generates evaluation information classifying the state of the cancer region using the cancer feature vector as an input .

Inventors:

KIM WON TAE (KR)
KANG SHIN UK (KR)
LEE MYUNG JAE (KR)
KIM DONG MIN (KR)
JANG JIN SEONG (KR)

Application Number:

PCT/KR2019/012406

Publication Date:

April 16, 2020

Filing Date:

September 24, 2019

Export Citation:

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Assignee:

JLK INSPECTION INC (KR)

International Classes:

G16H50/20; A61B5/055

Foreign References:

KR20180082817A	2018-07-19
KR20090111160A	2009-10-26
KR20100021804A	2010-02-26
KR20160016357A	2016-02-15

Other References:

PARK, MUNSU: "Non-official translation: Prostate Cancer: Gleason Score", 5 October 2015 (2015-10-05), Retrieved from the Internet