Computer methods and programs in biomedicineHumansMicrosurgeryNeural NetworksComputerImage Processing
MEFA-Unet: Multi-scale feature extraction and fusion attentional unet for segmenting short process of incus in otologic microsurgical scenarios.
Xin Ding, Yu Huang, Xu Tian, Yang Zhao, Qing Zhang, Zhiqiang Gao, Guodong Feng
Published: 202610.1016/j.cmpb.2025.109199
Abstract
BACKGROUND: The application of convolutional neural networks (CNNs) in microsurgery has been limited. Current CNNs struggle to capture diverse semantic details across various scales and receptive fields, and they also face challenges in establishing…
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