Výsledky vyhledávání - "Byung Jae Choi"

Akademický článek

Regional Contribution in Electrophysiological-Based Classifications of Attention Deficit Hyperactive Disorder (ADHD) Using Machine Learning

Autor: Nishant Chauhan, Byung-Jae Choi

Publikováno v: Computation, Vol 11, Iss 9, p 180 (2023)

Attention deficit hyperactivity disorder (ADHD) is a common neurodevelopmental condition in children and is characterized by challenges in maintaining attention, hyperactivity, and impulsive behaviors. Despite ongoing research, we still do not fully

Externí odkaz: https://doaj.org/article/49b70cecbaf44fcbb3acba7bc9f4c7e0

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Akademický článek

Classification of Alzheimer’s Disease Using Maximal Information Coefficient-Based Functional Connectivity with an Extreme Learning Machine

Autor: Nishant Chauhan, Byung-Jae Choi

Publikováno v: Brain Sciences, Vol 13, Iss 7, p 1046 (2023)

Alzheimer’s disease (AD) is a progressive chronic illness that leads to cognitive decline and dementia. Neuroimaging technologies, such as functional magnetic resonance imaging (fMRI), and deep learning approaches offer promising avenues for AD cla

Externí odkaz: https://doaj.org/article/1c86badd40ef47dabf67f1914a1509f2

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Akademický článek

Comparison of Functional Connectivity Analysis Methods in Alzheimer’s Disease

Autor: Nishant Chauhan, Byung-Jae Choi

Publikováno v: Applied Sciences, Vol 12, Iss 16, p 8096 (2022)

This paper intends to present a comparative review of functional connectivity (FC) analysis methods and their computational methodologies measured through functional magnetic resonance imaging (fMRI). The fMRI technique has been established as a powe

Externí odkaz: https://doaj.org/article/20744aa0ae6946e79fa1cc17509130c5

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