Sergio Alejandro Holguin-Garcia

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 2

Top Topics

Machine Learning Algorithms

Endoscopic Images

Predictive Accuracy

Top Venues

BMC Medical Informatics Decis. Mak.

Comput. Biol. Medicine

Publications

Mario Alejandro Bravo-Ortiz, Ernesto Guevara-Navarro, Sergio Alejandro Holguin-Garcia, Mariana Rivera-Garcia, Oscar Cardona-Morales, Gonzalo A. Ruz, Reinel Tabares-Soto
SpectroCVT-Net: A convolutional vision transformer architecture and channel attention for classifying Alzheimer's disease using spectrograms. Comput. Biol. Medicine 181 (2024)
Sergio Alejandro Holguin-Garcia, Ernesto Guevara-Navarro, Alvaro Eduardo Daza-Chica, Maria Alejandra Patiño-Claro, Harold Brayan Arteaga-Arteaga, Gonzalo A. Ruz, Reinel Tabares-Soto, Mario Alejandro Bravo-Ortiz
A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure. BMC Medical Informatics Decis. Mak. 24 (1) (2024)