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Updated: Sep 8, 2025

Author Spotlight: Advancing Pediatric Epilepsy Surgery in Children Through Novel Biomarkers and Enhanced Localization
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Author Spotlight: Advancing Pediatric Epilepsy Surgery in Children Through Novel Biomarkers and Enhanced Localization

Published on: September 20, 2024

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一种可解释的机器学习方法用于预测结核性硬化综合体儿童的耐药性

Jie Fu1,2, Genfu Zhang1,2, Zhixian Yang1,2

  • 1Department of Pediatrics, Peking University People's Hospital, Beijing, China.

Frontiers in neurology
|August 20, 2025
PubMed
概括

这项研究创建了一个机器学习模型,用于预测结核性硬化综合体 (TSC) 的儿童的耐药性 (DRE). 现在可以更准确地对儿科TSC患者的DRE风险进行早期识别.

关键词:
药物耐药性机器学习模型的解释性预测模型结核性硬化综合体

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Epilepsy is a chronic neurological disease marked by recurrent, unpredictable seizures. These seizures are caused by abnormal electrical discharges in the brain, leading to behavior, sensation, or consciousness alterations. They can also cause transient impairment of awareness, interfering with daily activities.
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