David A. Pena-Cardenas - Publications

EEG-Based Supported Diagnosis of ADHD Using Subject-Specific HMMs and Stationary RKHS Embeddings.

Journal: Sensors (Basel, Switzerland)

Published: May 19, 2026

Gaussian Connectivity-Driven EEG Imaging for Deep Learning-Based Motor Imagery Classification.

Journal: Sensors (Basel, Switzerland)

Published: November 04, 2025

Takens-Based Kernel Transfer Entropy Connectivity Network for Motor Imagery Classification.

Journal: Sensors (Basel, Switzerland)

Published: October 12, 2025

CrowdAttention: An Attention Based Framework to Classify Crowdsourced Data in Medical Scenarios.

Journal: Sensors (Basel, Switzerland)

Published: August 26, 2025

Unsupervised Anomaly Detection by Learning Elastic Transformations Within an Autoencoder Approach.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Breast Cancer Tissue Classification from Multiple Annotators using Chained Deep Learning Approaches.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Efficient Lung Segmentation from Chest Radiographs using Transfer Learning and Lightweight Deep Architecture.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

3D probe localization from 2D ultrasound images using an RFF-enhanced deep neural network.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Biogeographic Ancestry Analysis of Microtia Patients in Colombia using Nonlinear Probabilistic Clustering.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

Therapeutic Hypothermia and Its Role in Preserving Brain Volume in Term Neonates with Perinatal Asphyxia.

Journal: Journal of clinical medicine

Published: October 16, 2024

A Novel OpenBCI Framework for EEG-Based Neurophysiological Experiments.

Journal: Sensors (Basel, Switzerland)

Published: February 12, 2023

Posthoc Interpretability of Neural Responses by Grouping Subject Motor Imagery Skills Using CNN-Based Connectivity.

Journal: Sensors (Basel, Switzerland)

Published: January 30, 2023