Concepedia

Caroline L. Alves

CL

4

Publications

163

Citations

4

H-Index

2022

Active since

Affiliations

Aschaffenburg University of Applied Sciences(Current)

Universidade de São Paulo

Universidade Federal da Bahia

Brazilian Society of Computational and Applied Mathematics

Hospital Israelita Albert Einstein

Caroline L. Alves is an author at Aschaffenburg University of Applied Sciences specializing in mental disorders, functional connectivity, and neural networks (machine learning).

ORCID

Top concepts

Publications per year

2022–2023

4

Publications

4

EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer’s disease and schizophrenia

Caroline L. Alves, Aruane M. Pineda, Kirstin Roster et al. · Journal of Physics Complexity · 2022 · 75 citations · Full text

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Diagnosis of autism spectrum disorder based on functional brain networks and machine learning

Caroline L. Alves, Thaise G. L. de O. Toutain, Patrícia de Carvalho Aguiar et al. · Scientific Reports · 2023 · 50 citations · Full text

Analysis of functional connectivity using machine learning and deep learning in different data modalities from individuals with schizophrenia

Caroline L. Alves, Thaise G. L. de O. Toutain, Joel Augusto Moura Porto et al. · Journal of Neural Engineering · 2023 · 25 citations · Full text

Application of machine learning and complex network measures to an EEG dataset from ayahuasca experiments

Caroline L. Alves, Rubens Gisbert Cury, Kirstin Roster et al. · PLoS ONE · 2022 · 13 citations · Full text

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