MFCA: Collaborative prediction algorithm of brain age based on multimodal fuzzy feature fusion

•A fuzzy fusion module is designed based on Choquet integral in fuzzy theory.•A collaborative convolutional fusion layer is proposed to enhance the complementary information.•The characteristics of different loss functions are adopted to improve the model performance. Brain age gap can be estimated...

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Vydané v:	Information sciences Ročník 687; s. 121376
Hlavní autori:	Ding, Weiping, Wang, Jing, Huang, Jiashuang, Cheng, Chun, Jiang, Shu
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Inc 01.01.2025
Predmet:	Brain age prediction Collaborative convolution Deep learning Fuzzy fusion Multimodal medical image Brain age prediction Deep learning Multimodal medical image Collaborative convolution Fuzzy fusion
ISSN:	0020-0255
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