Gilberto Perpiñan

发表

Diagnosis of Type 2 Diabetes and Pre-diabetes Using Machine Learning

M. Altuve, Sara Wong, E. Severeyn, 2019, IFMBE Proceedings.

Classification of metabolic syndrome subjects and marathon runners with the k-means algorithm using heart rate variability features

M. Altuve, Sara Wong, E. Severeyn, 2016, 2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA).

Machine Learning Methods in the Classification of the Athletes Dehydration

Sara Wong, E. Severeyn, J. Velásquez, 2019, 2019 IEEE Fourth Ecuador Technical Chapters Meeting (ETCM).

Heart rate variability analysis during a dehydration protocol on athletes

Sara Wong, E. Severeyn, J. Velásquez, 2016, 2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA).

Estimation of invasive physiological parameters from non invasive parameters using dimensionless numbers and Monte Carlo cross-validation

M. Altuve, Sara Wong, E. Severeyn, 2019, 2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA).

Analysis of Anthropometric Measurements Using Receiver Operating Characteristic Curve for Impaired Waist to Height Ratio Detection

Sara Wong, E. Severeyn, A. La Cruz, 2020, Advances in Intelligent Systems and Computing.

Nonlinear parameters of heart rate variability during oral glucose tolerance test

M. Altuve, Sara Wong, L. Quintero, 2016, 2016 XXI Symposium on Signal Processing, Images and Artificial Vision (STSIVA).

A new on-line electrocardiographic records database and computer routines for data analysis

Miguel Altuve, Gilberto Perpinan, Erika Severeyn, 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

HOMA-IR Assessment for Impaired Glucose Tolerance, Impaired Fasting Glucose and Insulin Resistance Diagnosis

M. Altuve, Sara Wong, E. Severeyn, 2019, IFMBE Proceedings.

Classification of Impaired Waist to Height Ratio Using Machine Learning Technique

Sara Wong, E. Severeyn, A. La Cruz, 2020, Advances in Intelligent Systems and Computing.

Extracting stationary segments from non-stationary synthetic and cardiac signals

Miguel Altuve, Sara Wong, Carlos A. Ledezma, 2015, Other Conferences.

Cardiac autonomic modulation in response to a glucose stimulus

Miguel Altuve, Erika Severeyn, Sara Wong, 2018, Medical & Biological Engineering & Computing.

Comparing glucose and insulin data from the two-hour oral glucose tolerance test in metabolic syndrome subjects and marathon runners

Miguel Altuve, Gilberto Perpinan, Erika Severeyn, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Data-Driven ECG Denoising Techniques for Characterising Bipolar Lead Sets along the Left Arm in Wearable Long-Term Heart Rhythm Monitoring

Gilberto Perpinan, David McEneaney, Louise McFrederick, 2017 .

Automatic heart sound recording classification using a nested set of ensemble algorithms

Masun Nabhan Homsi, Natasha Medina, Miguel Hernandez, 2016, 2016 Computing in Cardiology Conference (CinC).

Wireless Arm Wearable Sensor Band for Long-Term Heart Rhythms Surveillance Using a Bipolar Arm-ECG Lead

O. Escalona, D. McEneaney, Gilberto Perpiñan, 2020, 2020 Computing in Cardiology.

Data fusion for QRS complex detection in multi-lead electrocardiogram recordings

Miguel Altuve, Erika Severeyn, Gilberto Perpiñan, 2015, Symposium on Medical Information Processing and Analysis.

Standard ECG lead I prospective estimation study from far-field bipolar leads on the left upper arm: A neural network approach

Omar J. Escalona, David J. McEneaney, Pedro R. Vizcaya, 2019, Biomed. Signal Process. Control..