Jorge Henriques

Orcid: 0000-0003-4622-474X

According to our database1, Jorge Henriques authored at least 112 papers between 1995 and 2024.

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

Timeline

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Bibliography

2024
Machine learning models' assessment: trust and performance.
Medical Biol. Eng. Comput., November, 2024

Digital dual test syphilis/HIV detection based on Fourier Descriptors of Cyclic Voltammetry curves.
Comput. Biol. Medicine, 2024

2023
An interpretable machine learning approach to estimate the influence of inflammation biomarkers on cardiovascular risk assessment.
Comput. Methods Programs Biomed., March, 2023

GRACE PLUS: A data fusion-based approach to improve GRACE score in the risk assessment of Acute Coronary Syndrome.
Inf. Fusion, 2023

Computational Model of a Three-Phase Induction Machine: Towards the Development of a Smart Method for Fault Diagnosis.
Proceedings of the 2023 6th Experiment@ International Conference (exp.at'23), 2023

Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
How Reliable Are Ultra-Short-Term HRV Measurements during Cognitively Demanding Tasks?
Sensors, 2022

Interpretability, personalization and reliability of a machine learning based clinical decision support system.
Data Min. Knowl. Discov., 2022

2021
Personalized and Reliable Decision Sets: Enhancing Interpretability in Clinical Decision Support Systems.
CoRR, 2021

Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems.
CoRR, 2021

A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario.
Artif. Intell. Medicine, 2021

Improving the compromise between accuracy, interpretability and personalization of rule-based machine learning in medical problems.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2019
A Telemonitoring Solution Applied to Dynamic CVD Risk Assessment: LookAfterRisk.
Proceedings of the 2019 5th Experiment International Conference (exp.at'19), 2019

Latent states extraction through Kalman Filter for the prediction of heart failure decompensation events.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Preictal Time Assessment using Heart Rate Variability Features in Drug-resistant Epilepsy Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective.
Int. J. Inf. Technol. Decis. Mak., 2018

Noise detection in phonocardiograms by exploring similarities in spectral features.
Biomed. Signal Process. Control., 2018

A Clinical Interpretable Approach Applied to Cardiovascular Risk Assessment.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Risk Prediction of Heart Failure Decompensation Events in Multiparametric Feature Spaces.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

The lookAfterRisk Project: Dynamic Cardiovascular Risk Assessment based on Remote Monitoring Solutions.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Robust carotid pulse detection using accelerometry and electrocardiography.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Multiparametric prediction with application to early detection of cardiovascular events.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Comparison of an interpretable data-driven approach with state of the art classifiers: Application to cardiovascular risk assessment.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

On the viability of ECG features for seizure anticipation on long-term data.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Artifact detection in accelerometer signals acquired from the carotid.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Detection of explosive cough events in audio recordings by internal sound analysis.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Pattern discovery and similarity assessment for robust heart sound segmentation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Pattern discovery and similarity assessment for robust Heart Sound Segmentation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

An interpretable data-driven approach for rules construction: Application to cardiovascular risk assessment.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

A non-exercise based V02max prediction using FRIEND dataset with a neural network.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Physiologically motivated detection of Atrial Fibrillation.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Real-Time Prediction of Neurally Mediated Syncope.
IEEE J. Biomed. Health Informatics, 2016

A Tool For ECG Analysis as a Module of a Tele-Monitoring System.
Int. J. Online Eng., 2016

Multi-parametric prediction for cardiovascular risk assessment.
Proceedings of the pHealth 2016, 2016

Evaluation of lung ventilation distribution in chronic obstructive pulmonary disease patients using the global inhomogeneity index.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Can PPG be used for HRV analysis?
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Detection of crackle events using a multi-feature approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Improving clinical models based on knowledge extracted from current datasets: A new approach.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Detection of different types of noise in lung sounds.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Strategies for prediction of cardio-vascular status without explicit modeling.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Strategies for personalized risk assessment for CVD management.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Challenges in personalized systems for Personal Health Care.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Evaluation of a PPG-based algorithm for prediction of neurally mediated syncope.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Biodata analytics for COPD.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

Identification of CVD risk parameters during sleep.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Prediction of Heart Failure Decompensation Events by Trend Analysis of Telemonitoring Data.
IEEE J. Biomed. Health Informatics, 2015

Integration of Different Risk Assessment Tools to Improve Stratification of Patients with Coronary Artery Disease.
Medical Biol. Eng. Comput., 2015

The CardioRisk project: Improvement of cardiovascular risk assessment.
J. Comput. Sci., 2015

Acoustic cardiac signal analysis: A toolbox.
Proceedings of the 2015 3rd Experiment International Conference (exp.at'15), 2015

Expert knowledge integration in the data mining process with application to cardiovascular risk assessment.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Multi-channel audio-based estimation of the Pre-Ejection Period.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A low-complex multi-channel methodology for noise detection in phonocardiogram signals.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Detection of wheezes using their signature in the spectrogram space and musical features.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Assessment of cardiovascular risk based on a data-driven knowledge discovery approach.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Correlation between autonomous function and left ventricular performance after acute myocardial infarction.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Algorithm for Real-time Prediction of Neurally Mediated Syncope Integrating Indexes of Autonomic Modulation.
Proceedings of the Computing in Cardiology, 2015

2014
Affine Neural Network-Based Predictive Control Applied to a Distributed Solar Collector Field.
IEEE Trans. Control. Syst. Technol., 2014

Combining pervasive technologies and Cloud Computing for COPD and comorbidities management.
Proceedings of the 4th International Conference on Wireless Mobile Communication and Healthcare: "Transforming healthcare through innovations in mobile and wireless technologies", 2014

Personalization algorithms applied to cardiovascular disease risk assessment.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Robust features for detection of crackles: An exploratory study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A novel multi-parametric algorithm for faint prediction integrating indices of cardiac inotropy and vascular tone.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

WELCOME - Innovative integrated care platform using wearable sensing and smart cloud computing for COPD patients with Comorbidities.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

An automatic method for motion artifacts detection in photoplethysmographic signals referenced with electrocardiography data.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

Voluntary cough detection by internal sound analysis.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

Neurally mediated syncope prediction based on changes of cardiovascular performance surrogates: Algorithms comparison.
Proceedings of the 7th International Conference on Biomedical Engineering and Informatics, 2014

Assessing the similarity between time series using a Wavelet transform: Application and interpretability aspects.
Proceedings of IEEE-EMBS International Conference on Biomedical and Health Informatics, 2014

2013
Matlab tool applied to the trend prediction of physiological time series.
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013

Trend prediction methodology based on time series similarity analysis and haar wavelet decomposition.
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013

Simulation software applied to short term cardiovascular disease risk assessment.
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013

Matlab tool for cardiovascular disease risk prediction.
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013

An effective wavelet strategy for the trend prediction of physiological time series with application to pHealth systems.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Cardiovascular disease risk assessment innovative approaches developed in HeartCycle project.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Telehealth streams reduction based on pattern recognition techniques for events detection and efficient storage in EHR.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Characterization of surrogate parameters for blood pressure regulation in neurally-mediated syncope.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Systems and Control for Biomedical Engineering Students.
Proceedings of the 9th IFAC Symposium Advances in Control Education, 2012

Cardiovascular event risk assessment - Fusion of individual risk assessment tools applied to the Portuguese population.
Proceedings of the 15th International Conference on Information Fusion, 2012

An efficient strategy for evaluating similarity between time series based on Wavelet / Karhunen-Loève transforms.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Improvement of CVD risk assessment tools' performance through innovative patients' grouping strategies.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Detection of motion artifacts in photoplethysmographic signals based on time and period domain analysis.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Multi-Gaussian fitting for the assessment of left ventricular ejection time from the Photoplethysmogram.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Long term cardiovascular risk models' combination.
Comput. Methods Programs Biomed., 2011

Prediction of acute hypotensive episodes by means of neural network multi-models.
Comput. Biol. Medicine, 2011

An adaptive approach to abnormal heart sound segmentation.
Proceedings of the IEEE International Conference on Acoustics, 2011

The HTP tool: Monitoring, detecting and predicting hypotensive episodes in critical care.
Proceedings of EUROCON 2011, 2011

A wavelet-based approach for time series pattern detection and events prediction applied to telemonitoring data.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Modulation filtering for noise detection in heart sound signals.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Fusion of risk assessment models with application to coronary artery disease patients.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Cardiac status assessment with a multi-signal device for improved home-based congestive heart failure management.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Beat-to-beat cardiac output inference using heart sounds.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Intelligent Phonocardiogram Analysis and Representation Tool.
Proceedings of the HEALTHINF 2011, 2011

A Framework for Acoustic Cardiac Signal Analysis.
Proceedings of the BIOSIGNALS 2011, 2011

Robust Characteristic Points for ICG - Definition and Comparative Analysis.
Proceedings of the BIOSIGNALS 2011, 2011

2010
A lead dependent ischemic episodes detection strategy using Hermite functions.
Biomed. Signal Process. Control., 2010

A 24/7 monitorization tool for avoiding hypotensive episodes in critical care.
Proceedings of the Fourteenth International Database Engineering and Applications Symposium (IDEAS 2010), 2010

Heart Murmur Classification Using Complexity Signatures.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Discrimination of Heart Sounds using Choas Analysis in Various Subbands.
Proceedings of the BIOSIGNALS 2009, 2009

2008
Detection of Atrial Fibrillation using model-based ECG analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Atrial Activity Detection through a Sparse Decomposition Technique.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007
Choosing Real-Time Predictors for Ventricular Arrhythmia Detection.
Int. J. Pattern Recognit. Artif. Intell., 2007

Near real time noise detection during heart sound acquisition.
Proceedings of the 15th European Signal Processing Conference, 2007

An ECG compression approach based on a segment dictionary and bezier approximations.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Iterative Multidimensional Scaling for Industrial Process Monitoring.
Proceedings of the IEEE International Conference on Systems, 2006

Searching for Similarities in Nearly Periodic Signals With Application to ECG Data Compression.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A New Algorithm for Detection of S1 and S2 Heart Sounds.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Detection of S1 and S2 Heart Sounds by High Frequency Signatures.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2002
Reset-Driven Fault Tolerance.
Proceedings of the Dependable Computing, 2002

2000
Extended Neural Model Predictive Control of Non-Linear Systems.
Proceedings of the Artificial Intelligence and Soft Computing, July 24-26, 2000, Banff, 2000

1999
Supervision and c-Means clustering of PID controllers for a solar power plant.
Int. J. Approx. Reason., 1999

Ahybridneural-decouplingpole placement controller and its application.
Proceedings of the 5th European Control Conference, 1999

Fuzzy supervisor and feedforward control of a solar power plant using accessible disturbances.
Proceedings of the 5th European Control Conference, 1999

1996
Reverse Engineering of Computer-Based Control Systems.
Int. J. Softw. Eng. Knowl. Eng., 1996

1995
Metrics and techniques for automatic partitioning and assignment of object-based concurrent programs.
Proceedings of the Seventh IEEE Symposium on Parallel and Distributed Processing, 1995


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