Title:
SYSTEM AND METHOD FOR DIAGNOSING SMALL BOWEL CLEANLINESS
Document Type and Number:
WIPO Patent Application WO/2021/091092
Kind Code:
A1
Abstract:
The present invention relates to a system for diagnosing small bowel cleanliness. The system may comprise: a similarity analysis unit for analyzing to select a representative image of similar small bowel images from among a plurality of small bowel images; an image classification unit for, when a series of a plurality of small bowel images in which cleanliness is to be diagnosed are received in a state where the plurality of small bowel images have been learned, classifying small bowel cleanliness according to scores by predicting the small bowel cleanliness by applying the representative image to a result of the learning; and a cleanliness diagnosis unit for calculating final small bowel cleanliness for the series of the plurality of small bowel images on the basis of a score for small bowel cleanliness of the representative image and the number of small bowel images similar to the representative image.
Inventors:
KIM YOU JIN (KR)
Application Number:
PCT/KR2020/013636
Publication Date:
May 14, 2021
Filing Date:
October 07, 2020
Export Citation:
Assignee:
INTROMEDIC CO LTD (KR)
International Classes:
G16H50/50; A61B1/00; A61B5/00; G06N3/08; G16H30/20; G16H30/40; G16H50/20
Foreign References:
| US8185185B2 | 2012-05-22 | |||
| KR20160063128A | 2016-06-03 | |||
| KR101889722B1 | 2018-08-20 | |||
| KR101928302B1 | 2018-12-13 |
Other References:
POGORELOV KONSTANTIN, RANDEL KRISTIN RANHEIM, GRIWODZ CARSTEN, ESKELAND SIGRUN LOSADA, DE LANGE THOMAS, JOHANSEN DAG, SPAMPINATO C: "KVASIR : A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection", PROCEEDINGS OF THE 8TH ACM ON MULTIMEDIA SYSTEMS CONFERENCE, ACM, NEW YORK, NEW YORK, USA, 20 June 2017 (2017-06-20), New York, New York, USA, pages 164 - 169, XP055810563, ISBN: 978-1-4503-5002-0, DOI: 10.1145/3083187.3083212
Attorney, Agent or Firm:
ENVISION PATENT & LAW FIRM (KR)
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