Multi-pathology detection and lesion localization in WCE videos by using the instance segmentation approach

The majority of current systems for automatic diagnosis considers the detection of a unique and previously known pathology. Considering specifically the diagnosis of lesions in the small bowel using endoscopic capsule images, very few consider the possible existence of more than one pathology and wh...

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Bibliographic Details
Main Author: Vieira, Pedro Miguel (author)
Other Authors: Freitas, Nuno Renato Azevedo (author), Lima, Veríssimo B. (author), Costa, Dalila Amélia Amorim (author), Rolanda, Carla (author), Lima, C. S. (author)
Format: article
Language:eng
Published: 2021
Subjects:
Instance segmentation
Lesion localization
Mask-RCNN
Multi-pathology detection
PANet
Wireless capsule endoscopy
Ciências Médicas::Medicina Básica
Science & Technology
Online Access:http://hdl.handle.net/1822/74448
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/74448

Internet

http://hdl.handle.net/1822/74448

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