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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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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
פורמט: Artigo
שפה:Inglês
יצא לאור: Frontiers Media S.A. 2025-10-01
סדרה:Frontiers in Neuroscience
נושאים:
neurological deterioration
pontine infarction
adaptive graph
dynamic fusion
multiple modality
גישה מקוונת:https://www.frontiersin.org/articles/10.3389/fnins.2025.1637079/full
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