Karen E Villagrana-Bañuelos

7PUBLICATIONS
35CO-AUTHORS
Neurology and neuromuscular diseasesModelling and simulationComputational physiologyNeonatologyPredictive and prognostic markers
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (7)

|Sep 26, 2026
Non-Invasive Voice-Based Early Detection of Parkinson's Disease via Spectral Feature Analysis and Machine Learning Techniques.

|May 27, 2026
Real-Time Cardiac Arrhythmia Classification Using TinyML on Ultra-Low-Cost Microcontrollers: A Feasibility Study for Resource-Constrained Environments.

|Jan 10, 2026
Heart Sound Classification with MFCCs and Wavelet Daubechies Analysis Using Machine Learning Algorithms.

Sebastian Guzman-Alfaro, Karen E Villagrana-Bañuelos, Manuel A Soto-Murillo

|Jul 27, 2022
Machine Learning Model Based on Lipidomic Profile Information to Predict Sudden Infant Death Syndrome.

Karen E Villagrana-Bañuelos, Carlos E Galván-Tejada, Jorge I Galván-Tejada

|Dec 24, 2021
Kynurenine and Hemoglobin as Sex-Specific Variables in COVID-19 Patients: A Machine Learning and Genetic Algorithms Approach.

Jose M Celaya-Padilla, Karen E Villagrana-Bañuelos, Juan José Oropeza-Valdez

|Dec 17, 2020
Persistence of COVID-19 Symptoms after Recovery in Mexican Population.

Carlos E Galván-Tejada, Cintya Fabiola Herrera-García, Susana Godina-González

Pageof 2

Frequent Collaborators

5 joint publications

Carlos E Galván-Tejada

5 joint publications

José María Celaya-Padilla

4 joint publications

Manuel A Soto-Murillo

3 joint publications

Hamurabi Gamboa-Rosales