A multimodal fusion network based on a cross-attention mechanism for the classification of Parkinsonian tremor and essential tremor

Abstract Parkinsonian tremor (PT) and Essential tremor (ET) exist as upper limb tremors in clinical practice. Notably, their types of trembling share similar presentations and overlapping frequencies. To enhance objectivity and efficiency in the diagnosis of these two diseases, there is a pressing n...

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Detalhes bibliográficos

Principais autores:	Lu Tang, Qianyuan Hu, Xiangrui Wang, Long Liu, Hui Zheng, Wenjie Yu, Ningdi Luo, Jun Liu, Chengli Song
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Nature Portfolio 2024-11-01
coleção:	Scientific Reports
Assuntos:	Parkinsonian tremor Essential tremor Deep learning Multimodal fusion Cross-attention Tremor classification
Acesso em linha:	https://doi.org/10.1038/s41598-024-79111-w
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