Detecting Mental Stress using EEG and Deep Learning

Detecting Mental Stress using EEG and Deep Learning

A Master of Science thesis in Biomedical Engineering by Yara Badr entitled, “Detecting Mental Stress using EEG and Deep Learning”, submitted in April 2023. Thesis advisor is Dr. Hasan Al-Nashash and thesis co-advisors are Dr. Usman Tariq and Dr. Fares Al-Shargie. Soft copy is available (Thesis, Comp...

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Bibliographic Details
Main Author: Badr, Yara (author)
Format: doctoralThesis
Published: 2023
Subjects:
Electroencephalography (EEG)
Cortisol level
Mental stress
Deep learning
GCNN
Graph convolution neural network (GCNN)
Connectivity features
PDC
Partial Directed Coherence (PDC)
PSS
Perceived Stress Scale (PSS)
Online Access:http://hdl.handle.net/11073/25319
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http://hdl.handle.net/11073/25319

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