AMAY-Net: adaptive multi-scale attention YOLO network for liver and gallbladder segmentation in laparoscopic cholecystectomy

This article introduces a novel liver and gallbladder segmentation framework, named Adaptive Multi-Scale Attention YOLO Network (AMAY-Net), designed for semantic segmentation of laparoscopic cholecystectomy images. Building upon the powerful feature extraction capabilities of You Only Look Once (YOL...

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Bibliographic Details
Main Authors: Yuyang Zhou, Yulai You, Xiaokai Tan, Juncheng Tang
Format: Article
Language:English
Published: PeerJ Inc. 2025-08-01
Series:PeerJ Computer Science
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Online Access:https://peerj.com/articles/cs-2961.pdf
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