MA-DenseUNet: A Skin Lesion Segmentation Method Based on Multi-Scale Attention and Bidirectional LSTM

MA-DenseUNet: A Skin Lesion Segmentation Method Based on Multi-Scale Attention and Bidirectional LSTM

Skin diseases are common medical conditions, and early detection significantly contributes to improved cure rates. To address the challenges posed by complex lesion morphology, indistinct boundaries, and image artifacts, this paper proposes a skin lesion segmentation method based on multi-scale atte...

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Bibliographic Details
Main Authors: Wenbo Huang, Xudong Cai, Yang Yan, Yufeng Kang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
deep learning
medical imaging
skin lesion segmentation
multi-scale attention
U-shaped network
adaptive feature fusion
Online Access:https://www.mdpi.com/2076-3417/15/12/6538
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https://www.mdpi.com/2076-3417/15/12/6538

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