Paulo Carvalho
Orcid: 0000-0002-9847-0590Affiliations:
- University of Coimbra, Department of Informatics Engineering, Portugal
According to our database1,
Paulo Carvalho
authored at least 133 papers
between 1999 and 2024.
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on cisuc.uc.pt
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Bibliography
2024
A deep learning method for predicting the COVID-19 ICU patient outcome fusing X-rays, respiratory sounds, and ICU parameters.
Expert Syst. Appl., January, 2024
Ensemble deep learning model for dimensionless respiratory airflow estimation using respiratory sound.
Biomed. Signal Process. Control., January, 2024
2023
BRACETS: Bimodal repository of auscultation coupled with electrical impedance thoracic signals.
Comput. Methods Programs Biomed., October, 2023
Automatic Wheeze Segmentation Using Harmonic-Percussive Source Separation and Empirical Mode Decomposition.
IEEE J. Biomed. Health Informatics, April, 2023
Quality Evaluation of Modern Code Reviews Through Intelligent Biometric Program Comprehension.
IEEE Trans. Software Eng., February, 2023
Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 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
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022
2021
Sensors, 2021
Can EEG Be Adopted as a Neuroscience Reference for Assessing Software Programmers' Cognitive Load?
Sensors, 2021
A new approach for interpretability and reliability in clinical risk prediction: Acute coronary syndrome scenario.
Artif. Intell. Medicine, 2021
IEEE Access, 2021
Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 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
Detection of squawks in respiratory sounds of mechanically ventilated COVID-19 patients.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Sensors, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019
Biofeedback augmented software engineering: monitoring of programmers' mental effort.
Proceedings of the 41st International Conference on Software Engineering: New Ideas and Emerging Results, 2019
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
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
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019
2018
Integration of Current Clinical Knowledge with a Data Driven Approach: An Innovative Perspective.
Int. J. Inf. Technol. Decis. Mak., 2018
Biomed. Signal Process. Control., 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
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
Integrated IoT intelligent system for the automatic detection of cardiac variability.
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
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
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017
Correlated alpha activity with the facial expression processing network in a simultaneous EEG-fMRI experiment.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
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
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
IEEE J. Biomed. Health Informatics, 2016
Pattern Recognit. Lett., 2016
Int. J. Online Eng., 2016
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
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
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
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016
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
J. Comput. Sci., 2015
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
Feature analysis for correlation studies of simultaneous EEG-fMRI data: A proof of concept for neurofeedback approaches.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
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
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
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
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
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
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
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013
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
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
Detection of hemodynamic adaptations during impending syncope: Implementation of a robust algorithm based on pulse arrival time measurements only.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
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
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
Pulse Arrival Time as surrogate for systolic blood pressure changes during impending neurally mediated syncope.
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
Proceedings of the British Machine Vision Conference, 2012
2011
Comput. Methods Programs Biomed., 2011
Comput. Biol. Medicine, 2011
Proceedings of the IEEE International Conference on Acoustics, 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
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
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
Biomed. Signal Process. Control., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
On interest point detection under a landmark-based medical image registration context.
Proceedings of the International Conference on Image Processing, 2009
Discrimination of Heart Sounds using Choas Analysis in Various Subbands.
Proceedings of the BIOSIGNALS 2009, 2009
2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008
2007
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Towards Quantization Index Modulation Strategies on Content-Based Watermarking Schemes.
Proceedings of the Seventh International Conference on Computer and Information Technology (CIT 2007), 2007
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
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
An adaptive weighted least squares approach for colorimetric scanner calibration.
Proceedings of the Signal and Image Processing (SIP 2005), 2005
2004
Comput. Ind. Eng., 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
2003
Proceedings of the Signal and Image Processing (SIP 2003), 2003
2002
Bayes Information Criterion for Tikhonov Regularization with Linear Constraints: Application to Spectral Data Estimation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Mercer's Kernel Based Learning for Fault Detection.
Proceedings of the Soft Computing Systems - Design, Management and Applications, 2002
2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
1999
On the Use of Neural Networks and Geometrical Criteria for Localisation of Highly Irregular Elliptical Shapes.
Pattern Anal. Appl., 1999