Distinguishing Focal Cortical Dysplasia From Glioneuronal Tumors in Patients With Epilepsy by Machine Learning

Distinguishing Focal Cortical Dysplasia From Glioneuronal Tumors in Patients With Epilepsy by Machine Learning

Purpose: We are aiming to build a supervised machine learning-based classifier, in order to preoperatively distinguish focal cortical dysplasia (FCD) from glioneuronal tumors (GNTs) in patients with epilepsy.Methods: This retrospective study was comprised of 96 patients who underwent epilepsy surger...

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Bibliographic Details
Main Authors: Yi Guo, Yushan Liu, Wenjie Ming, Zhongjin Wang, Junming Zhu, Yang Chen, Lijun Yao, Meiping Ding, Chunhong Shen
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-11-01
Series:Frontiers in Neurology
Subjects:
machine learning
epilepsy
focal cortical dysplasia
glioneuronal tumors
distinguish
Online Access:https://www.frontiersin.org/articles/10.3389/fneur.2020.548305/full

Internet

https://www.frontiersin.org/articles/10.3389/fneur.2020.548305/full

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