Alfredo I. Hernández

Orcid: 0000-0003-0765-2311

According to our database1, Alfredo I. Hernández authored at least 98 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Characterization of cardiac resynchronization therapy response through machine learning and personalized models.
Comput. Biol. Medicine, 2024

Parametric analysis of an integrated cardio-respiratory model in preterm newborns during apnea.
Comput. Biol. Medicine, 2024

An Efficient Strategy for the Denoising of Heart Vibration Signals Acquired from an Implantable Device.
Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024

2023
A reduced complexity ECG imaging model for regularized inversion optimization.
Comput. Biol. Medicine, December, 2023

Deployment of an On-the-Edge Clinical Decision Support System in Neonatal Intensive Care Units.
Proceedings of the Computing in Cardiology, 2023

Sensitivity Analysis of a Cardio-respiratory Model for Pulse Transit Time.
Proceedings of the Computing in Cardiology, 2023

2022
Modeling Patient-Specific Desaturation Patterns in Sleep Apnea.
IEEE Trans. Biomed. Eng., 2022

Multivariate ensemble classification for the prediction of symptoms in patients with Brugada syndrome.
Medical Biol. Eng. Comput., 2022

Model-based analysis of myocardial strains in left bundle branch block.
Frontiers Appl. Math. Stat., 2022

Optimal selection of multipolar electrode configurations for nerve burst detection.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Model-based and Unsupervised Machine-learning Approaches for the Characterization of Responder Profiles for Cardiac Resynchronization Therapy.
Proceedings of the Computing in Cardiology, 2022

Model-Based Analysis of Apnea-Bradycardia events in Newborns.
Proceedings of the Computing in Cardiology, 2022

2021
Towards a Reduced In Silico Model Predicting Biochemical Recurrence After Radiotherapy in Prostate Cancer.
IEEE Trans. Biomed. Eng., 2021

Assessment of the Use of Multi-Channel Organic Electrodes to Record ENG on Small Nerves: Application to Phrenic Nerve Burst Detection.
Sensors, 2021

Apnea bradycardia detection based on new coupled hidden semi Markov model.
Medical Biol. Eng. Comput., 2021

Mechanistic Simulation of Tumor Response Outperforms Radiomics Predicting Recurrence in Prostate Cancer Radiotherapy.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Sensitivity Analysis of a Cardio-respiratory Model in Preterm Newborns for the Study of Patent Ductus Arteriosus.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Sensitivity Analysis and Parameter Identification of a Cardiovascular Model in Aortic Stenosis.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Patient-Specific Analysis of Myocardial Strains in Left Bundle Branch Block Based on Computational Models.
Proceedings of the Computing in Cardiology, 2020

Recursive Model Identification for the Analysis of Cardiovascular Autonomic Modulation During Epileptic Seizure.
Proceedings of the Computing in Cardiology, 2020

2019
Recursive model identification for the analysis of the autonomic response to exercise testing in Brugada syndrome.
Artif. Intell. Medicine, 2019

Sensitivity Analysis Of An In Silico Model Of Tumor Growth And Radiation Response.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Quantification of Neural Conduction Block on the Rat Sciatic Nerve based on EMG Response.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Differences in Brugada Syndrome Patients Through Ventricular Repolarization Analysis During Sleep.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Parameter Identification of a Cardiovascular Model for the Estimation of Ventricular Pressure on Aortic Stenosis.
Proceedings of the 46th Computing in Cardiology, 2019

Multi-Feature Probabilistic Detector Applied to Apnea/Hypopnea Monitoring.
Proceedings of the 46th Computing in Cardiology, 2019

Multivariate Classification of Brugada Syndrome Patients Based on the Autonomic Response During Sleep, Exercise and Head-up Tilt Testing.
Proceedings of the 46th Computing in Cardiology, 2019

2018
Closed-Loop Vagus Nerve Stimulation Based on State Transition Models.
IEEE Trans. Biomed. Eng., 2018

Model-based analysis of the autonomic response to head-up tilt testing in Brugada syndrome.
Comput. Biol. Medicine, 2018

Investigating Transmembrane Current Source Formulation for Solving the ECG Inverse Problem.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

PEDOT: PSS electrodes for acute experimental evaluation of vagus nerve stimulation on rodents.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Sensitivity Analysis of a Cardiorespiratory Model for the Study of Sleep Apnea.
Proceedings of the Computing in Cardiology, 2018

Evaluation of Three-Dimensional Accelerometers for the Study of Left Ventricular Contractility.
Proceedings of the Computing in Cardiology, 2018

2017
Acute effect of Vagus nerve stimulation parameters on cardiac chronotropic, inotropic, and dromotropic responses.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Towards an integrative computational model for simulating tumor growth and response to radiation therapy.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Validation of a finite element method framework for cardiac mechanics applications.
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Heart Rate Recovery in Brugada Syndrome: a Bi-exponential Approach for Assessing Parasympathetic Reactivation after Submaximal Exercise.
Proceedings of the Computing in Cardiology, 2017

Time-frequency Analysis of the Autonomic Response to Head-up Tilt Testing in Brugada Syndrome.
Proceedings of the Computing in Cardiology, 2017

A fast model for solving the ECG forward problem based on an evolutionary algorithm.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
Coupled Hidden Markov Model-Based Method for Apnea Bradycardia Detection.
IEEE J. Biomed. Health Informatics, 2016

Synchronization and Registration of Cine Magnetic Resonance and Dynamic Computed Tomography Images of the Heart.
IEEE J. Biomed. Health Informatics, 2016

Model-Based Design and Experimental Validation of Control Modules for Neuromodulation Devices.
IEEE Trans. Biomed. Eng., 2016

Registration of dynamic multiview 2D ultrasound and late gadolinium enhanced images of the heart: Application to hypertrophic cardiomyopathy characterization.
Medical Image Anal., 2016

Early syncope detection during head up tilt test by analyzing interactions between cardio-vascular signals.
Digit. Signal Process., 2016

Analysis of a cardiovascular model for the study of the autonomic response of Brugada syndrome patients.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Closed-loop Kinesthetic Stimulation for the Treatment of Sleep Apnea Syndromes.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Ensemble Classifier Based on Linear Discriminant Analysis for Classifying Brugada Syndrome Patients According to Symptomatology.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Assessment of the Dynamic Response of Cardiac Depolarization During Stress Test Recovery Evaluated in Patients with Brugada Syndrome.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Analysis of Endocardial Micro-Accelerometry during Valsalva Maneuvers.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Online apnea-bradycardia detection based on hidden semi-Markov models.
Medical Biol. Eng. Comput., 2015

Recursive identification of an arterial baroreflex model for the evaluation of cardiovascular autonomic modulation.
Comput. Biol. Medicine, 2015

Model-based design of control modules for neuromodulation devices.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Analysis of a baroreflex model for the study of the chronotropic response to vagal nerve stimulation.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Toward complex multipolar selective neural stimulation.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Characteristics of the right cervical vagal activity during baseline and Valsalva-like manoeuvre.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Multi-modal data fusion for Cardiac Resynchronization Therapy planning and assistance.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A Comparison Study Between Fainter and Non-fainter Subjects During Head-Up Tilt Test using Reconstructed Phase Space.
Proceedings of the Computing in Cardiology, 2015

Comparison of Methods to Measure Baroreflex Sensitivity in Brugada Syndrome.
Proceedings of the Computing in Cardiology, 2015

2014
Multimodal Registration and Data Fusion for Cardiac Resynchronization Therapy Optimization.
IEEE Trans. Medical Imaging, 2014

Sensitivity Analysis and Parameter Estimation of a Coronary Circulation Model for Triple-Vessel Disease.
IEEE Trans. Biomed. Eng., 2014

Online Bayesian apnea-bradycardia detection using auto-regressive models.
Proceedings of the IEEE International Conference on Acoustics, 2014

On-off closed-loop control of vagus nerve stimulation for the adaptation of heart rate.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Influence of Vagus Nerve Stimulation parameters on chronotropism and inotropism in heart failure.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Analysis of QRS Alterations during Stress Test Recordings on Patients with Brugada Syndrome.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

A New Phase Space Analysis Algorithm for the Early Detection of Syncope during Head-Up Tilt Tests.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

QRS Detection Optimization in Stress Test Recordings using Evolutionary Algorithms.
Proceedings of the Computing in Cardiology, CinC 2014, 2014

2013
Surface Electrocardiogram Reconstruction From Intracardiac Electrograms Using a Dynamic Time Delay Artificial Neural Network.
IEEE Trans. Biomed. Eng., 2013

Personalization of a cardiac electromechanical model using reduced order unscented Kalman filtering from regional volumes.
Medical Image Anal., 2013

Understanding the mechanisms amenable to CRT response: from pre-operative multimodal image data to patient-specific computational models.
Medical Biol. Eng. Comput., 2013

Early detection of apnea-bradycardia episodes in preterm infants based on coupled hidden Markov model.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013

Spatio-temporal Registration of 2D US and 3D MR Images for the Characterization of Hypertrophic Cardiomyopathy.
Proceedings of the Functional Imaging and Modeling of the Heart, 2013

A model-based approach for the evaluation of vagal and sympathetic activities in a newborn lamb.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Multiobjective patient-specific estimation of a coronary circulation model for triple vessel disease.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Analysis of endocardial acceleration during intraoperative optimization of cardiac resynchronization therapy.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Online Apnea-Bradycardia Detection using Recursive Order Estimation for Auto-regressive Models.
Proceedings of the Computing in Cardiology, 2013

Dynamic Registration of Multiple-view US and MRI for the Characterization of Hypertrophic Cardiomyopathy.
Proceedings of the Computing in Cardiology, 2013

2012
Optimal Algorithm Switching for the Estimation of Systole Period From Cardiac Microacceleration Signals (SonR).
IEEE Trans. Biomed. Eng., 2012

Dynamic registration of cardiac US and CT data using Fourier descriptors and Dynamic Time Warping.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2011
Embedding a Cardiac Pulsatile Model Into an Integrated Model of the Cardiovascular Regulation for Heart Failure Followup.
IEEE Trans. Biomed. Eng., 2011

Paroxysmal atrial fibrillation prediction using Kalman Filter.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

On-line apnea-bradycardia detection using hidden semi-Markov models.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Improving ECG Beats Delineation With an Evolutionary Optimization Process.
IEEE Trans. Biomed. Eng., 2010

2009
Data fusion of Left Ventricle Electro-Anatomical Mapping and Multislice Computerized Tomography.
Proceedings of the International Conference on Image Processing, 2009

Comparison of four estimators of the 3D cardiac electrical activity for surface ECG synthesis from intracardiac recordings.
Proceedings of the IEEE International Conference on Acoustics, 2009

A Hybrid Tissue-Level Model of the Left Ventricle: Application to the Analysis of the Regional Cardiac Function in Heart Failure.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

2008
Exploring Time Series Retrieved from Cardiac Implantable Devices for Optimizing Patient Follow-Up.
IEEE Trans. Biomed. Eng., 2008

Using Intracardiac Vectorcardiographic Loop for Surface ECG Synthesis.
EURASIP J. Adv. Signal Process., 2008

Model-based analysis of myocardial strain data acquired by tissue Doppler imaging.
Artif. Intell. Medicine, 2008

Cardiac function estimation for resynchronization therapy: Comparison between multislice-ct and speckle tracking imaging.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2006
LF/(LF+HF) index in Ventricular Repolarization Variability correlated and uncorrelated with Heart Rate Variability.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
Evaluation of real-time QRS detection algorithms in variable contexts.
Medical Biol. Eng. Comput., 2005

Multi-formalism Modelling of Cardiac Tissue.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

Transvenous Path Finding in Cardiac Resynchronization Therapy.
Proceedings of the Functional Imaging and Modeling of the Heart, 2005

2002
Model-based interpretation of cardiac beats by evolutionary algorithms: signal and model interaction.
Artif. Intell. Medicine, 2002

2001
Real-time ECG transmission via Internet for nonclinical applications.
IEEE Trans. Inf. Technol. Biomed., 2001

Atrial activity enhancement by Wiener filtering using an artificial neural network.
IEEE Trans. Biomed. Eng., 2001

1999
Multisensor fusion for atrial and ventricular activity detection in coronary care monitoring.
IEEE Trans. Biomed. Eng., 1999


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