FFTL-Net: a network for the classification of skin diseases based on feature fusion and transfer learning

The objective is to address the issues of data imbalance, overfitting, and inadequate generalization ability in skin disease datasets and recognition models. The proposed model for the classification of skin diseases is based on the fusion of features and the utilization of transfer learning. The mo...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Xiaowei Song, Yurong Mei, Zhilei Zhao, Hao Chang, Lina Han, Hui Wang, Xinyi Zhang, Guoqiang Wang
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	IOP Publishing 2025-01-01
Schriftenreihe:	Machine Learning: Science and Technology
Schlagworte:	skin disease densenet deep learning transfer learning
Online-Zugang:	https://doi.org/10.1088/2632-2153/ade4f0
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