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1
On the application of Machine Learning and Complex Networks to Neuroscience
On the application of Machine Learning and Complex Networks to Neuroscience
Material Type:
Tese de Doutorado 		Adicionar ao Meu Espaço

On the application of Machine Learning and Complex Networks to Neuroscience

Alves, Caroline Lourenço

Biblioteca Digital de Teses e Dissertações da USP; Universidade de São Paulo; Instituto de Ciências Matemáticas e de Computação 2023-05-05

Acesso online

2
EEG functional connectivity and deep learning for automatic diagnosis of brain disorders Alzheimer's disease and schizophrenia
EEG functional connectivity and deep learning for automatic diagnosis of brain disorders Alzheimer's disease and schizophrenia
Material Type:
Artigo 		Adicionar ao Meu Espaço

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

Caroline Lourenço Alves Aruane Mello Pineda; Kirstin Roster; Christiane Thielemann; Francisco Aparecido Rodrigues

Journal of Physics: Complexity Bristol : IOP v. 3, n. 2, p. 1-13, 2022

Bristol 2022

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3073800 )(Acessar)

3
Variational autoencoders for medical image retrieval
Variational autoencoders for medical image retrieval
Material Type:
Artigo de Congresso 		Adicionar ao Meu Espaço

Variational autoencoders for medical image retrieval

Cézanne Alves Agma Juci Machado Traina; International Conference on Innovations in Intelligent Systems and Applications - INISTA (16. 2022 Biarritz, France)

Proceedings Los Alamitos : IEEE, 2022

Los Alamitos 2022

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3099115 )(Acessar)

4
Analysis of functional connectivity using machine learning and deep learning in different data modalities from individuals with schizophrenia
Analysis of functional connectivity using machine learning and deep learning in different data modalities from individuals with schizophrenia
Material Type:
Artigo 		Adicionar ao Meu Espaço

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

Caroline Lourenço Alves Thaise Graziele Lima de Oliveira; Joel Augusto Moura Porto; Patricia Maria de Carvalho Aguiar; Eduardo Pondé de Sena; Francisco Aparecido Rodrigues; Aruane Mello Pineda; Christiane Thielemann

Journal of Neural Engineering Bristol v. 20, n. 5, p. 056025-1-056025-28, Oct. 2023

Bristol 2023

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3156886 ) e outros locais(Acessar)

5
Analysis of quantile graphs in EGC data from elderly and young individuals using machine learning and deep learning
Analysis of quantile graphs in EGC data from elderly and young individuals using machine learning and deep learning
Material Type:
Artigo 		Adicionar ao Meu Espaço

Analysis of quantile graphs in EGC data from elderly and young individuals using machine learning and deep learning

Aruane Mello Pineda Francisco Aparecido Rodrigues; Caroline Lourenço Alves; Michael Möckel; Thaise Graziele Lima de Oliveira; Joel Augusto Moura Porto

Journal of Complex Networks Oxford v. 11, n. 5, p. cnad030-1-cnad030-21, Oct. 2023

Oxford 2023

Localização: ICMC - Inst. Ciên. Mat. Computação    (PROD-3157181 ) e outros locais(Acessar)

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