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Learnable dendrite neural P systems and applications in survival prediction of glioblastoma patients | Synapse
March 3, 2026
Learnable dendrite neural P systems and applications in survival prediction of glioblastoma patients
XY
Xiu Yin
Shandong Normal University
XL
Xiyu Liu
Shandong Normal University
SC
Shulei Chang
Shandong Normal University
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Key Points
Survival prediction accuracy is enhanced using learnable dendrite neural networks, improving patient outcomes.
Prediction models demonstrate a significant increase with an emphasis on glioblastoma biomarkers.
The approach utilizes advanced neural networks to analyze patient data and predict survival rates.
These findings may enable better treatment decisions, though further validation in clinical settings is necessary.
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Yin et al. (Thu,) studied this question.
synapsesocial.com/papers/69a75dabc6e9836116a27dc4
https://doi.org/https://doi.org/10.1016/j.neunet.2026.108660