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...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Access
المؤلفون الرئيسيون: Thanh-Hai Tran, Danh Huy Vu, Minh Hanh Tran, Viet Hang Dao, Hai Vu, Thi Thuy Nguyen
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2024-01-01
الموضوعات:
Distance transform
fully convolutional networks
object detection
endoscopy
gastrointestinal tract
lesion detection
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/10744010/

الانترنت

https://ieeexplore.ieee.org/document/10744010/

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