Publications by authors named "Cesar F Caiafa"

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Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms.
Shurun Wang, Hao Tang, Ryutaro Himeno, Jordi Solé-Casals, Cesar F Caiafa

Comput Methods Programs Biomed· December 2024

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Early prediction of dementia using fMRI data with a graph convolutional network approach.
Shuning Han, Zhe Sun, Kanhao Zhao, Feng Duan, Cesar F Caiafa

J Neural Eng· January 2024

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Special Issue "Machine Learning Methods for Biomedical Data Analysis".
Cesar F Caiafa, Zhe Sun, Toshihisa Tanaka, Pere Marti-Puig, Jordi Solé-Casals

Sensors (Basel)· November 2023

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Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis.
Hao Jia, Fan Feng, Cesar F Caiafa, Feng Duan, Yu Zhang

IEEE J Biomed Health Inform· August 2023

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Cerebral cortex layer segmentation using diffusion magnetic resonance imaging in vivo with applications to laminar connections and working memory analysis.
Jie Zhang, Zhe Sun, Feng Duan, Liang Shi, Yu Zhang, Cesar F Caiafa

Hum Brain Mapp· December 2022

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Improving pre-movement pattern detection with filter bank selection.
Hao Jia, Zhe Sun, Feng Duan, Yu Zhang, Cesar F Caiafa

J Neural Eng· November 2022

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Graph Empirical Mode Decomposition-Based Data Augmentation Applied to Gifted Children MRI Analysis.
Xuning Chen, Binghua Li, Hao Jia, Fan Feng, Feng Duan, Cesar F Caiafa

Front Neurosci· July 2022

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A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition.
Yangyang Dai, Feng Duan, Fan Feng, Zhe Sun, Yu Zhang, Cesar F Caiafa

Entropy (Basel)· September 2021

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Associative white matter connecting the dorsal and ventral posterior human cortex.
Daniel Bullock, Hiromasa Takemura, Cesar F Caiafa, Lindsey Kitchell, Brent McPherson

Brain Struct Funct· November 2019

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The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services.
Paolo Avesani, Brent McPherson, Soichi Hayashi, Cesar F Caiafa, Robert Henschel

Sci Data· May 2019

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Putative dopamine neurons in the ventral tegmental area enhance information coding in the prefrontal cortex.
Camilo J Mininni, César F Caiafa, B Silvano Zanutto, Kuei Y Tseng, Sergio E Lew

Sci Rep· August 2018

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Efficient enhancement of information in the prefrontal cortex during the presence of reward predicting stimuli.
Camilo J Mininni, César F Caiafa, B Silvano Zanutto, Kuei Y Tseng, Sergio E Lew

PLoS One· January 2018

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Multidimensional encoding of brain connectomes.
Cesar F Caiafa, Franco Pestilli

Sci Rep· September 2017

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Inverting Monotonic Nonlinearities by Entropy Maximization.
Jordi Solé-Casals, Karmele López-de-Ipiña Pena, Cesar F Caiafa

PLoS One· June 2017

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Ensemble Tractography.
Hiromasa Takemura, Cesar F Caiafa, Brian A Wandell, Franco Pestilli

PLoS Comput Biol· February 2016

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Higher order partial least squares (HOPLS): a generalized multilinear regression method.
Qibin Zhao, Cesar F Caiafa, Danilo P Mandic, Zenas C Chao, Yasuo Nagasaka

IEEE Trans Pattern Anal Mach Intell· July 2013

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Computing sparse representations of multidimensional signals using Kronecker bases.
Cesar F Caiafa, Andrzej Cichocki

Neural Comput· January 2013

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Estimation of sparse nonnegative sources from noisy overcomplete mixtures using MAP.
Cesar F Caiafa, Andrzej Cichocki

Neural Comput· December 2009

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