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Hierarchical and Partitional Cluster Analysis of Glucose and Insulin Data from the Oral Glucose Tolerance Test

Applied medical informatics, 2018-12, Vol.40 (3/4), p.54-62

Altuve, Miguel

2018

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Multivariate prediction of nitrogen concentration in a stream using regression models

Environmental earth sciences, 2021-05, Vol.80 (9), Article 363

2021

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Hidden Markov model-based heartbeat detector using electrocardiogram and arterial pressure signals

Biomedical Engineering Letters (BMEL), 2021, 11(3), , pp.249-261

2021

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Early bradycardia detection and therapeutic interventions in preterm infant monitoring

Scientific reports, 2021-05, Vol.11 (1), p.10486-10486, Article 10486

2021

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Cluster analysis based on fasting and postprandial plasma glucose and insulin concentrations

International journal of diabetes in developing countries, 2024-03

2024

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Proposal for a System Model for Offline Seismic Event Detection in Colombia

Future internet, 2020-12, Vol.12 (12), p.231

2020

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Intracerebral hemorrhage detection on computed tomography images using a residual neural network

Physica medica, 2022-07, Vol.99, p.113-119

2022

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Joint analysis of fasting and postprandial plasma glucose and insulin concentrations in Venezuelan women

Diabetes & metabolic syndrome clinical research & reviews, 2019-05, Vol.13 (3), p.2242-2248

2019

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Human activity recognition using improved complete ensemble EMD with adaptive noise and long short-term memory neural networks

Biocybernetics and biomedical engineering, 2020-07, Vol.40 (3), p.901-909

2020

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Cardiac autonomic modulation in response to a glucose stimulus

Medical & biological engineering & computing, 2019-03, Vol.57 (3), p.667-676

2019

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Multiclass Classification of Cardiac Rhythms on Short Single Lead ECG Recordings using Bidirectional Long Short-Term Memory Networks

Revista IEEE América Latina, 2021-07, Vol.19 (7), p.1207-1216

2021

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Optimal data fusion for the improvement of QRS complex detection in multi-channel ECG recordings

Medical & biological engineering & computing, 2019-08, Vol.57 (8), p.1673-1681

2019

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Fundamental heart sounds analysis using improved complete ensemble EMD with adaptive noise

Biocybernetics and biomedical engineering, 2020-01, Vol.40 (1), p.426-439

2020

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Recognition of Skin Lesions in Dermoscopic Images using Local Binary Patterns and Multinomial Logistic Regression

Revista IEEE América Latina, 2022-07, Vol.20 (7), p.2020-2028

2022

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Multiclass classification of metabolic conditions using fasting plasma levels of glucose and insulin

Health and technology, 2021-07, Vol.11 (4), p.953-962

2021

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Optimized fasting and OGTT-based simple surrogate methods for assessing insulin sensitivity

Diabetes & metabolic syndrome clinical research & reviews, 2019-07, Vol.13 (4), p.2683-2687

2019

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Morphological and Temporal ECG Features for Myocardial Infarction Detection Using Support Vector Machines

VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering, p.172-181

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Online apnea–bradycardia detection based on hidden semi-Markov models

Medical & biological engineering & computing, 2015-01, Vol.53 (1), p.1-13

2015

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

VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering, p.1275-1283

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

VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering, p.792-802

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Linear and Nonlinear Features for Myocardial Infarction Detection Using Support Vector Machine on 12-Lead ECG Recordings

8th European Medical and Biological Engineering Conference, 2020, Vol.80, p.758-766

2020

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Atrial Fibrillation Detection in Short Single Lead ECG Recordings Using Wavelet Transform and Artificial Neural Networks

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018-07, Vol.2018, p.5982-5985

2018

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Artificial Neural Network for Laparoscopic Skills Classification Using Motion Signals from Apple Watch

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018-07, Vol.2018, p.5434-5437

2018

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Analysis of the Observation Sequence Duration of Hidden Markov Models for QRS Complex Detection in Single-Lead ECG Recordings

2018 Computing in Cardiology Conference (CinC), 2018, Vol.45, p.1-4

2018

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Human Activity Recognition on Smartphones Using a Bidirectional LSTM Network

2019 XXII Symposium on Image, Signal Processing and Artificial Vision (STSIVA), 2019, p.1-5

2019

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Hierarchical and Partitional Cluster Analysis of Glucose and Insulin Data from the Oral Glucose Tolerance Test

Multivariate prediction of nitrogen concentration in a stream using regression models

Hidden Markov model-based heartbeat detector using electrocardiogram and arterial pressure signals

Early bradycardia detection and therapeutic interventions in preterm infant monitoring

Cluster analysis based on fasting and postprandial plasma glucose and insulin concentrations

Proposal for a System Model for Offline Seismic Event Detection in Colombia

Intracerebral hemorrhage detection on computed tomography images using a residual neural network

Joint analysis of fasting and postprandial plasma glucose and insulin concentrations in Venezuelan women

Human activity recognition using improved complete ensemble EMD with adaptive noise and long short-term memory neural networks

Cardiac autonomic modulation in response to a glucose stimulus

Multiclass Classification of Cardiac Rhythms on Short Single Lead ECG Recordings using Bidirectional Long Short-Term Memory Networks

Optimal data fusion for the improvement of QRS complex detection in multi-channel ECG recordings

Fundamental heart sounds analysis using improved complete ensemble EMD with adaptive noise

Recognition of Skin Lesions in Dermoscopic Images using Local Binary Patterns and Multinomial Logistic Regression

Multiclass classification of metabolic conditions using fasting plasma levels of glucose and insulin

Optimized fasting and OGTT-based simple surrogate methods for assessing insulin sensitivity

Morphological and Temporal ECG Features for Myocardial Infarction Detection Using Support Vector Machines

Online apnea–bradycardia detection based on hidden semi-Markov models

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

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

Linear and Nonlinear Features for Myocardial Infarction Detection Using Support Vector Machine on 12-Lead ECG Recordings

Atrial Fibrillation Detection in Short Single Lead ECG Recordings Using Wavelet Transform and Artificial Neural Networks

Artificial Neural Network for Laparoscopic Skills Classification Using Motion Signals from Apple Watch

Analysis of the Observation Sequence Duration of Hidden Markov Models for QRS Complex Detection in Single-Lead ECG Recordings

Human Activity Recognition on Smartphones Using a Bidirectional LSTM Network

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