发明公开
- 专利标题: AUTOMATIC DETECTION OF COLON LESIONS AND BLOOD IN COLON CAPSULE ENDOSCOPY
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申请号: US18037980申请日: 2021-11-18
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公开(公告)号: US20230410295A1公开(公告)日: 2023-12-21
- 发明人: João Pedro SOUSA FERREIRA , Miguel José DA QUINTA E COSTA DE MASCARENHAS SARAIVA , Hélder Manuel CASAL CARDOSO , Manuel Guilherme GONCALVES DE MACEDO , João Pedro LIMA AFONSO , Ana Patricia RIBEIRO ANDRADE , Renato Manue NATAL JORGE , Marco Paulo LAGES PARENTE
- 申请人: DIGESTAID - ARTIFICIAL INTELLIGENCE DEVELOPMENT, LDA
- 申请人地址: PT Gondomar
- 专利权人: DIGESTAID - ARTIFICIAL INTELLIGENCE DEVELOPMENT, LDA
- 当前专利权人: DIGESTAID - ARTIFICIAL INTELLIGENCE DEVELOPMENT, LDA
- 当前专利权人地址: PT Gondomar
- 优先权: PT 6895 2020.11.19
- 国际申请: PCT/PT2021/050040 2021.11.18
- 进入国家日期: 2023-05-19
- 主分类号: G06T7/00
- IPC分类号: G06T7/00 ; G06V10/764 ; G06V10/776 ; G06V10/94 ; G06V10/77 ; G06N3/045 ; G06N3/096
摘要:
The present invention relates to a computer-implemented method, capable of automatically detecting clinically relevant colonic pleomorphic lesions and blood or hematic traces in colon capsule endoscopy images, by classifying pixels as colonic pleomorphic lesions or blood or hematic traces, using a convolutional image feature extraction step followed by a classification and indexing step of such findings into a set of one or more classes.
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