GIFCOS-DT: One Stage Detection of Gastrointestinal Tract Lesions From Endoscopic Images With Distance Transform

GIFCOS-DT: One Stage Detection of Gastrointestinal Tract Lesions From Endoscopic Images With Distance Transform

This study aims at developing a computer-aided diagnostic system based on deep learning techniques for detecting various typical lesions during endoscopic examinations in the human gastrointestinal tract. We propose a lesion detection model, namely called GIFCOS-DT, that is built upon a one-stage ba...

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Bibliographic Details
Main Authors: Thanh-Hai Tran, Danh Huy Vu, Minh Hanh Tran, Viet Hang Dao, Hai Vu, Thi Thuy Nguyen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Distance transform
fully convolutional networks
object detection
endoscopy
gastrointestinal tract
lesion detection
Online Access:https://ieeexplore.ieee.org/document/10744010/
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https://ieeexplore.ieee.org/document/10744010/

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