PI-MMNet: a cross-modal neural network for predicting neurological deterioration in pontine infarction

IntroductionPontine infarction, a subtype of ischemic stroke, often leads to neurological deterioration (ND). Current diagnostic methods rely mainly on imaging and neglect clinical data, while existing multimodal models struggle with small lesions, heterogeneous inputs, and high computational cost.M...

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Detalhes bibliográficos

Principais autores:	Hui Jin, Xiaona Xu, Yichan Ye, Xuhao Shan, Cheng Yang, Enyu Bao, Min Li, Weili Chen, Xuerong Huang, Jikui Liu, Hao Kou, Ruyue Huang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Frontiers Media S.A. 2025-10-01
Colecção:	Frontiers in Neuroscience
Assuntos:	neurological deterioration pontine infarction adaptive graph dynamic fusion multiple modality
Acesso em linha:	https://www.frontiersin.org/articles/10.3389/fnins.2025.1637079/full
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