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Miguel Altuve
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Year
Human activity recognition on smartphones using a bidirectional LSTM network
F Hernández, LF Suárez, J Villamizar, M Altuve
2019 XXII symposium on image, signal processing and artificial vision …, 2019
1102019
Fundamental heart sounds analysis using improved complete ensemble EMD with adaptive noise
M Altuve, L Suárez, J Ardila
Biocybernetics and Biomedical Engineering 40 (1), 426-439, 2020
372020
On-line apnea-bradycardia detection using hidden semi-Markov models
M Altuve, G Carrault, A Beuchee, P Pladys, AI Hernandez
2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011
372011
A new on-line electrocardiographic records database and computer routines for data analysis
CA Ledezma, E Severeyn, G Perpinan, M Altuve, S Wong
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
332014
Human activity recognition using improved complete ensemble EMD with adaptive noise and long short-term memory neural networks
M Altuve, P Lizarazo, J Villamizar
Biocybernetics and Biomedical Engineering 40 (3), 901-909, 2020
312020
Optimal data fusion for the improvement of QRS complex detection in multi-channel ECG recordings
CA Ledezma, M Altuve
Medical & biological engineering & computing 57, 1673-1681, 2019
262019
Online apnea–bradycardia detection based on hidden semi-Markov models
M Altuve, G Carrault, A Beuchée, P Pladys, AI Hernández
Medical & biological engineering & computing 53, 1-13, 2015
182015
Intracerebral hemorrhage detection on computed tomography images using a residual neural network
M Altuve, A Pérez
Physica Medica 99, 113-119, 2022
172022
Cardiac autonomic modulation in response to a glucose stimulus
G Perpinan, E Severeyn, S Wong, M Altuve
Medical & Biological Engineering & Computing 57, 667-676, 2019
162019
Atrial fibrillation detection in short single lead ECG recordings using wavelet transform and artificial neural networks
F Hernandez, D Mendez, L Amado, M Altuve
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
152018
Unsupervised subjects classification using insulin and glucose data for insulin resistance assessment
M Altuve, E Severeyn, S Wong
2015 20th Symposium on Signal Processing, Images and Computer Vision (STSIVA …, 2015
152015
Evolutionary optimization of ECG feature extraction methods: Applications to the monitoring of adult myocardial ischemia and neonatal apnea bradycardia events
AI Hernández, J Dumont, M Altuve, A Beuchée, G Carrault
ECG Signal Processing, Classification and Interpretation: A Comprehensive …, 2011
152011
Multivariate ECG analysis for apnoea–bradycardia detection and characterisation in preterm infants
M Altuve, G Carrault, J Cruz, A Beuchée, P Pladys, AI Hernández
International Journal of Biomedical Engineering and Technology 5 (2-3), 247-265, 2011
152011
Data fusion for QRS complex detection in multi-lead electrocardiogram recordings
CA Ledezma, G Perpiñan, E Severeyn, M Altuve
11th international symposium on medical information processing and analysis …, 2015
142015
Anthropometric measurements for assessing insulin sensitivity on patients with metabolic syndrome, sedentaries and marathoners
E Severeyn, S Wong, H Herrera, M Altuve
2015 37th annual international conference of the IEEE engineering in …, 2015
142015
Adaptation of five indirect insulin sensitivity evaluation methods to three populations: Metabolic syndrome, athletic and normal subjects
M Altuve, E Severeyn, S Wong
2014 36th Annual International Conference of the IEEE Engineering in …, 2014
142014
Analysis of the QRS complex for apnea-bradycardia characterization in preterm infants
M Altuve, G Carrault, J Cruz, A Beuchée, P Pladys, A Hernandez
2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009
132009
Diagnosis of type 2 diabetes and pre-diabetes using machine learning
E Severeyn, S Wong, J Velásquez, G Perpiñán, H Herrera, M Altuve, ...
Latin American Conference on Biomedical Engineering, 792-802, 2019
122019
Comparing Hidden Markov Model and Hidden Semi-Markov Model Based Detectors of Apnea-Bradycardia Episodes in Preterm Infants
M Altuve, G Carrault, A Beuchée, C Flamand, P Pladys, AI Hernández
112012
Early bradycardia detection and therapeutic interventions in preterm infant monitoring
M Doyen, AI Hernández, C Flamant, A Defontaine, G Favrais, M Altuve, ...
Scientific Reports 11 (1), 10486, 2021
102021
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Articles 1–20