Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice

Investigation of Machine Learning Approaches for Traumatic Brain Injury Classification via EEG Assessment in Mice

Due to the difficulties and complications in the quantitative assessment of traumatic brain injury (TBI) and its increasing relevance in today’s world, robust detection of TBI has become more significant than ever. In this work, we investigate several machine learning approaches to assess their perf...

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Bibliographic Details
Main Authors: Manoj Vishwanath, Salar Jafarlou, Ikhwan Shin, Miranda M. Lim, Nikil Dutt, Amir M. Rahmani, Hung Cao
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
electroencephalogram (EEG)
machine learning (ML)
traumatic brain Injury (TBI)
Online Access:https://www.mdpi.com/1424-8220/20/7/2027

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