Álvaro A. Orozco

University of Cauca — Colombia

Neuroscience · Life Sciences

16h-index1.1kcitations269works1.02yr avg
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Research Topics

EEG and Brain-Computer Interfaces(41), Neurological disorders and treatments(41), Medical Image Segmentation Techniques(24), Neuroscience and Neural Engineering(24), Blind Source Separation Techniques(20)

Publications269 total

Takens-Based Kernel Transfer Entropy Connectivity Network for Motor Imagery Classification
Sensors·2025Open Access
Real-world outcomes, access, and role of autologous stem cell transplantation in relapsed/refractory diffuse large B-cell lymphoma among AYAs and non-AYAs: A multicenter study from Peru
Blood·2025Open Access
CrowdAttention: An Attention Based Framework to Classify Crowdsourced Data in Medical Scenarios
Sensors·2025Open Access
Takens-Based Kernel Transfer Entropy Connectivity Network for Motor Imagery Classification
Preprints.org·2025Open Access
Dynamic Graph Analysis: A Hybrid Structural–Spatial Approach for Brain Shape Correspondence
Machine Learning and Knowledge Extraction·2025Open Access
Motion Artifact Classification in PPG Signals Using 1D CNN and Active Learning
2025
Comparative Evaluation of Automatic Detection and Classification of Daily Living Activities Using Batch Learning and Stream Learning Algorithms
Journal of Personalized Medicine·2025Open Access
Electroencephalography-Based Pain Detection Using Kernel Spectral Connectivity Network with Preserved Spatio-Frequency Interpretability
Applied Sciences·2025· 1 citedOpen Access
Genetic, clinical, lifestyle and sociodemographic risk factors for head and neck cancer: A UK Biobank study
PLoS ONE·2025· 1 citedOpen Access
EEG-Based Pain Detection Using Kernel Spectral Connectivity Network with Preserved Spatio-Frequency Interpretability
Preprints.org·2025Open Access
Generalized cross-entropy for learning from crowds based on correlated chained Gaussian processes
Results in Engineering·2025· 4 citedOpen Access
Learning from Crowds Using a Focal Loss Function: Dealing with Sparse and Imbalanced Annotations
SSRN Electronic Journal·2025Open Access
Efficient Multiview Nonlinear Correspondence With Variational GP Mixtures
IEEE Access·2025Open Access
Multimodal Explainability Using Class Activation Maps and Canonical Correlation for MI-EEG Deep Learning Classification
Applied Sciences·2024· 3 citedOpen Access
HTA213 Conceptual Approach for a Value-Based Assessment Tool in Oncology and Its Application in Advanced Triple Negative Breast Cancer in Colombia
Value in Health·2024Open Access
Therapeutic Hypothermia and Its Role in Preserving Brain Volume in Term Neonates with Perinatal Asphyxia
Journal of Clinical Medicine·2024· 3 citedOpen Access
Anatomical Plausibility in Deformable Image Registration Using Bayesian Optimization for Brain MRI Analysis
Applied Sciences·2024· 1 citedOpen Access
Anatomical Plausibility in Deformable Image Registration Using Bayesian Optimization for Brain MRI Analysis
Preprints.org·2024Open Access
Multimodal Explainability Using Class Activation Maps and Canonical Correlation for MI-EEG Deep Learning Classification
Preprints.org·2024Open Access
Therapeutic Hypothermia and Its Role in Preserving Brain Volume in Term Neonates with Perinatal Asphyxia
Preprints.org·2024· 1 citedOpen Access
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Frequent Co-authors

Mauricio A. Álvarez(17), Andrés Marino Álvarez-Meza(15), G. Castellanos-Domínguez(9), David Cárdenas‐Peña(7), Cristian A. Torres-Valencia(5), Hernán F. García(4), Ruben-Dario Pinzon-Morales(4), Genaro Daza-Santacoloma(3), Cristian Alfonso Jimenez-Castaño(3), Iván De La Pava Panche(3), Julián Gil-González(3), Luciano Schiaffino(2), Alfredo Rosado-Muñoz(2), Jose V. Francés-Víllora(2), Irene Martínez‐Torres(2), Mauricio Holguín Londoño(2), Edgar F. Sierra-Alonso(2), Hernán Darío Vargas Cardona(2), Julián Gil González(2), Andrés Felipe Valencia-Duque(2)