Open AccessA comparison of machine learning classifiers for pediatric epilepsy using resting‑state functional MRI latency data
Author(s) -
Ryan D. Nguyen,
Matthew D. Smyth,
Liang Zhu,
Ludovic P. Pao,
Shan K. Swisher,
Emmett H. Kennady,
Anish Mitra,
Rajan Patel,
Jeremy Lankford,
Gretchen Von Allmen,
Michael W. Watkins,
Michael Funke,
Manish N. Shah
Publication year - 2021
Publication title -
biomedical reports
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.607
H-Index - 25
eISSN - 2049-9442
pISSN - 2049-9434
DOI - 10.3892/br.2021.1453
Subject(s) - epilepsy , support vector machine , random forest , receiver operating characteristic , artificial intelligence , machine learning , latency (audio) , computer science , gradient boosting , principal component analysis , epileptic seizure , pediatric epilepsy , medicine , psychiatry , telecommunications