Application of Machine Learning in the Diagnosis and Treatment of Epilepsy
10.3969/j.issn.1673-6036.2023.11.009
- VernacularTitle:机器学习在癫痫疾病诊疗中的应用
- Author:
Debo YANG
1
;
Cailang NIU
;
Penghong LI
;
Wei JING
Author Information
1. 山西医科大学第三医院/山西白求恩医院神经内科 太原 030032
- Keywords:
machine learning;
epilepsy seizure prediction;
epilepsy diagnosis prediction;
epilepsy seizure detection;
epilepsy surgery prediction
- From:
Journal of Medical Informatics
2023;44(11):46-51,83
- CountryChina
- Language:Chinese
-
Abstract:
Purpose/Significance The recent applications of machine learning in epilepsy seizure prediction,diagnosis prediction,seizure detection,efficacy prediction of antiepileptic drugs,and epilepsy surgery prediction are summarized and analyzed.Method/Processs Literatures are searched through PubMed to summarize the performance of each machine learning model and the challenges exist-ing in machine learning technology.Result/Conclusion Machine learning plays an important role in the diagnosis and treatment of epi-lepsy,and can provide reference for clinical doctors'diagnosis and treatment work.
