Global Partition with Local Enhancement network for multitask learning of malignant melanoma

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Yang Zuo, Chen Pang, Chunyu Hu, Chunmeng Kang, Hongbin Lv, Lei Lyu

Published: 01 Jan 2025, Last Modified: 13 Apr 2025Biomed. Signal Process. Control. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•GPLE: A multitask network for skin lesion segmentation and melanoma classification.•New Shift Window MSA mechanism improves Swin Transformer’s attention computation.•Global Multi-resolution Fusion module integrates features from multiple scales.