Algoritmi | User | Susana Manuela Martinho dos Santos Baía Brás
Susana Manuela Martinho dos Santos Baía Brás
Susana Manuela Martinho dos Santos Baía Brás
Personal Email
Orcid
0000-0001-8650-9219Researcher ID
FCT Public Key
Ciência ID
AF11-D232-B5B7Google Scholar
About Me 
Susana Brás was born in Chaves, Portugal in 1983. She is an Assistant Professor at the Department of Electronics, Telecommunications, and Informatics and a researcher at the Institute of Electronics and Informatics Engineering of Aveiro (IEETA), University of Aveiro, Portugal. She has a background in Applied Mathematics and a Ph.D. in Biomedical Sciences, and she completed a postdoctoral research fellowship in Computer Sciences, mainly focused on data science. S. Brás believes that knowledge and analysis of the data and the information it contains will enable the construction of informed and secure decisions, leading to the generation of value. Her perspective on Data Science is grounded in a sense of responsibility in model construction. Considering that many of the developed models will play a crucial role in decision-making, she advocates for a careful analysis of the quality of the analyzed information, as well as precise and rigorous procedures in data collection, storage, and cataloging. Her main research goal is the development of environments adapted to the person, to accomplish such goal, she studied models able to quantitatively describe patterns in physiological signals, mainly focused on signal processing techniques, parameter-free data mining, information theory models, and machine learning. Until now, she has been dedicated to studying the person and his/her reactions to society and specific situations (affective computing). Notwithstanding, she is now also interested in studying the environment where the person is inserted to adjust the context to the person's needs to achieve a better quality. The description of such context will lead to constraints associated with class imbalance, noise, artifacts, and missing values, topics already studied by her research team.
Publications (121)
Small, imbalanced, and noisy datasets in healthcare research: A systematic review
Engineering Applications of Artificial Intelligence
2026 | journal-article
How hard is my imbalanced classification task? - An explainable supervised approach
Expert Systems with Applications
2026 | journal-article
GBRF: A Novel Framework for Encoding User-Preferences in Imbalanced Data Distributions via Genetic Optimization
2026 | book-chapter
Informed Decision Making Strategy for Resampling in Pain Assessment
2026 | book-chapter
When Features Matter More than Sequence: A Case for Tabular In Context Learning in Pain Classification
2025 | conference-paper
Accurate Through-Wall Breathing Rate Measurements Using a C-Band FMCW Radar
IEEE Sensors Journal
2025 | journal-article
Exploring the dynamic symbiosis of urban mobility and 5G networks
Computer Networks
2025 | journal-article
A Review on the Use of Physiological Signals for Assessing Postoperative Pain
ACM Computing Surveys
2025 | journal-article
Movement Compensation in Dual Continuous Wave Radar Using Deep Learning
Information
2025 | journal-article
Extraction of compression indices from maternal-fetal heart rate simultaneous signals
PLOS ONE
2025 | journal-article
Battle Against Your Fears: Virtual Reality Serious Games and Physiological Analysis for Phobia Treatment
IEEE Computer Graphics and Applications
2025 | journal-article
Biometric Identification via Through-Wall Radar: A Survey on Vital Signs and Gait Analysis
IEEE Access
2025 | journal-article
Emotion-Enhanced Pain Assessment Protocol
2025 | book-chapter
Explaining Pain: On the Impact of Physiological Signals in Pain Prediction
2025 | book-chapter
Human Radar Cross Section Measurements in a Bio-Radar Scenario Using a 5.8-GHz Continuous-Wave Radar
IEEE Transactions on Instrumentation and Measurement
2025 | journal-article
A machine learning approach to forecast 5G metrics in a commercial and operational 5G platform: 5G and mobility
Computer Communications
2024 | journal-article
Detection of Random Body Movements Using Clustering-Based Methods in Bioradar Systems
Information
2024 | journal-article
Focalize K-NN: an imputation algorithm for time series datasets
Pattern Analysis and Applications
2024 | journal-article
Remote Emotion Recognition Using Continuous-Wave Bio-Radar System
Sensors
2024 | journal-article
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture
Biomedical Signal Processing and Control
2024 | journal-article
Descriptor: Radar Acquired Data on Subjects Walking on a Treadmill (RADSWT)
IEEE Data Descriptions
2024 | journal-article
Exploring bus tracking data to characterize urban traffic congestion
Journal of Urban Mobility
2023 | journal-article
Characterisation of Physiological Responses to Odours in Autism Spectrum Disorders: A Preliminary Study
Applied Sciences
2023 | journal-article
Clustering ECG Time Series for the Quantification of Physiological Reactions to Emotional Stimuli
2023 | book-chapter
Immerse Yourself in a Fight Against your Fears: A Vision for using Virtual Reality Serious Games and Physiology Assessment in Phobia Treatment
2023 | conference-paper
Time Series Imputation in Faulty Systems
2023 | book-chapter
Analysis of Physiological Responses during Pain Induction
Sensors
2022 | journal-article
An evaluation of Deep Learning Methods for Long-Term Forecasting Traffic Flow
RecPad 2022
2022 | conference-paper
Vehicular traffic flow prediction using deployed traffic counters in a city
Future Generation Computer Systems
2022 | journal-article
A Preliminary Study on Electrocardiogram Response During Pain Induction
2022 | book-chapter
Characterization of Emotions Through Facial Electromyogram Signals
2022 | book-chapter
Exploring Alterations in Electrocardiogram During the Postoperative Pain
2022 | book-chapter
Heartbeat Selection Based on Outlier Removal
2022 | book-chapter
Using Bus Tracking Data to Detect Potential Hazard Driving Zones
2022 | book-chapter
On the Impact of the Data Acquisition Protocol on ECG Biometric Identification
Sensors
2021 | journal-article
ECG and EDA information transfer on emotion evaluation
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-abstract
ECG and EDA information transfer on emotion evaluation
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-poster
Entropy-Based ECG Biometric Identification
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-abstract
Entropy-Based ECG Biometric Identification
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-poster
Statistical n-Best AFD-Based Sparse Representation for ECG Biometric Identification
IEEE Transactions on Instrumentation and Measurement
2021 | journal-article
Multimodal Emotion Evaluation: A Physiological Model for Cost-Effective Emotion Classification
Sensors
2020 | journal-article
An Information-Theoretical Method for Emotion Classification
XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019
2019 | book-chapter
Compression-Based Classification of ECG Using First-Order Derivatives
2019 | book-chapter
Enabling Multimodal Emotionally-Aware Ecosystems through a W3C-aligned Generic Interaction Modality
MobiHealth 2019 – 8th EAI International Conference on Wireless Mobile Communication and Healthcare
2019 | conference-paper
Compression-Based Classification of ECG Using First-Order Derivatives
10th International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN 2018)
2018 | conference-paper
Extended-alphabet finite-context models
Pattern Recognition Letters
2018 | journal-article
Biometric and emotion identification: An ECG compression based method
Frontiers in Psychology
2018 | journal-article
EmotionalIy-aware multimodal interfaces: Preliminary work on a generic affective modality
ACM International Conference Proceeding Series
2018 | conference-paper
The feasibility of an augment reality system to study the psychophysiological correlates of fear-related responses
Brain and Behavior
2018 | journal-article
Towards FHR Biometric Identification: A Comparison between Compression and Entropy Based Approaches
Proceedings - IEEE Symposium on Computer-Based Medical Systems
2018 | conference-paper
Psychophysiology assessment tool using Virtual Reality
InForum Simpósio de Informática 2017
2017 | conference-abstract
The Impact of Noise Removal on a Compression-based ECG Biometric Identification System
23rd Portuguese Conference on Pattern Recognition (RecPad)
2017 | conference-abstract
An automatic classifier of emotions built from entropy of noise
Psychophysiology
2017 | journal-article
Impact of the Acquisition Time on ECG Compression-based Biometric Identification Systems
Research Day University of Aveiro
2017 | conference-poster
Impact of the acquisition time on ECG compression-based biometric identification systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
Psychophysiological assessment tool using Virtual Reality
APPE 2017
2017 | conference-paper
Psychophysiology assessment tool using Virtual Reality
InForum Simpósio de Informática 2017
2017 | conference-poster
Compression Methods on Emotion Identification - Preliminary Study
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
Initial validation of online ECG signal segmentation
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
Irregularity Detection in ECG signal using a semi-fiducial method
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
Psychophysiology assessment tool using Virtual Reality - Case Study
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
BeMonitored: Monitoring psychophysiology and behavior using Android in phobias
Behavior Research Methods
2016 | journal-article
Fuzzy logic SBP and RR modelling evaluated under parasympathetic blockade
Computing in Cardiology
2016 | conference-paper
ECG biometric identification: A compression based approach
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Monitoring physiology and behavior using Android in phobias
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
New insights in echocardiography based left-ventricle dynamics assessment
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | book
Psychophysiology of disgust: ECG noise entropy as a biomarker
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Controlling the hypnotic drug (propofol) to maintain a stable depth of anesthesia, in dogs
IEEE MeMeA 2014 - IEEE International Symposium on Medical Measurements and Applications, Proceedings
2014 | conference-paper
Development of new research software for real-time raw electroencephalogram analysis
IEEE MeMeA 2014 - IEEE International Symposium on Medical Measurements and Applications, Proceedings
2014 | conference-paper
Electroencephalogram-based indices applied to dogs' depth of anaesthesia monitoring
Research in Veterinary Science
2014 | journal-article
BeMonitored: Telemóvel como sistema monitorização de variáveis fisiológicas e comportamentais
8º Encontro Nacional da Associação Portuguesa de Psicologia Experimental
2013 | conference-paper
ECG delineation and morphological analysis for firefighters tasks differentiation
Proceedings - IEEE Symposium on Computer-Based Medical Systems
2013 | conference-paper
ECG delineation and morphological analysis for firefighters tasks differentiation
Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems
2013 | conference-paper
FIREMAN: Firefighter team breathing management system using android
ISWC 2013 - Proceedings of the 2013 ACM International Symposium on Wearable Computers
2013 | conference-paper
Fuzzy logic model to describe anesthetic effect and muscular influence on EEG Cerebral State Index
Research in Veterinary Science
2013 | journal-article
Mathematical biomarkers for the autonomic regulation of cardiovascular system
Frontiers in Physiology
2013 | journal-article
Temporal subsampling impact on echocardiography based analysis of the left ventricle dynamics
19th Portuguese Conference on Pattern Recognition (RecPad)
2013 | conference-paper
A novel non-invasive continuous system for estimating arterial blood pressure: first-in-man clinical results
European Society of Cardiology (ESC) Congress
2012 | conference-paper
Wearable Sensors for Posture Monitoring and Fall Detection for elderly People
9th International Conference on Wearable Micro and Nanotechnologies for personalized health (phealth 2012)
2012 | conference-paper
Correlation between clinical signs of depth of anaesthesia and cerebral state index responses in dogs with different target-controlled infusions of propofol
Veterinary Anaesthesia and Analgesia
2012 | journal-article
ECG artefact detection algorithm: An algorithm to improve long-term ECG analysis
BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
2012 | conference-paper
Exploring the use of Fuzzy Logic models to describe the relation between SBP and RR values
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2012 | conference-paper
Exploring the use of fuzzy logic models to describe the relation between SBP and RR values.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2012 | journal-article
Towards the Evaluation of a Fuzzy Logic Model to Describe SBP and RR Relation: a Case Study Report
18th Portuguese Conference on Pattern Recognition (RecPad)
2012 | conference-paper
Associating ECG features with firefighter's activities
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2011 | conference-paper
Associating ECG features with firefighter's activities.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2011 | journal-article
EMG contributes to improve Cerebral State Index modeling in dogs anesthesia
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2011 | conference-paper
EMG contributes to improve Cerebral State Index modeling in dogs anesthesia.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2011 | journal-article
Automation in veterinary anaesthesia: modelling and control
2010 | supervised-student-publication
A step towards effect-site target-controlled infusion with propofol in dogs: A k
Journal of Veterinary Pharmacology and Therapeutics
2009 | journal-article
Cerebral oxygenation and cerebral metabolism during acute bleeding in pigs
Journal of Neurosurgical Anesthesiology
2009 | conference-paper
Correlation between clinical signs of depth of anaesthesia and cerebral state index responses in dogs during induction of anaesthesia with propofol
Research in Veterinary Science
2009 | journal-article
Data Driven Identification of Propofol Pharmacokinetics in Dogs Versus Standard Model
Second World Conference of Total Intravenous Anaesthesia
2009 | conference-paper
Data Driven Optimized Propofol Pharmacokinetics Versus Published Models In Dogs
European Journal of Anaesthesiology
2009 | conference-paper
A Fuzzy Logic model for Cerebral State Index, during propofol anesthesia in dogs
Anesthesiology
2008 | conference-paper
CSI response to high propofol concentrations is related to dog’s weight
European Journal of Anaesthesiology
2008 | conference-paper
Cerebral state index (CSI) values could be strongly contaminated by high EMG levels in dogs
Scientific Committee AVA Barcelona Meeting
2008 | conference-paper
Evaluation of the Bispectral Index (BIS) and the Cerebral State Index (CSI) brain monitors in dogs during isoflurane anaesthesia
Scientific Committee AVA Barcelona Meeting
2008 | conference-paper
Hemodynamic stability in Dogs Is Maintained with High Propofol Concentrations
Journal of Neurosurgical Anesthesiology
2008 | conference-paper
Modeling the Effect of Propofol in Dogs Using Fuzzy Logic Theory
Journal of Neurosurgical Anesthesiology
2008 | conference-paper
Preliminary evaluation of the Bispectral Index (BIS) and the Cerebral State Index (CSI) brain monitors during the recovering of dogs anaesthetized with isoflurane
Scientific Committee AVA Barcelona Meeting
2008 | conference-paper
The Cerebral State Index in Dogs Could Be Strongly Contaminated by the EMG
Journal of Neurosurgical Anesthesiology
2008 | conference-paper
Hemodynamic Stability of Propofol in Dogs with High Plasmatic Propofol Concentrations
Anesthesiology
2007 | conference-paper
Mathematical Modeling of the Propofol Effect on the Cerebral State Index in Dogs
Anesthesiology
2007 | conference-paper
Modeling anesthetic drugs' pharmacodynamic interaction on the bispectral index of the EEG: The influence of heart rate
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Modeling anesthetic drugs' pharmacodynamic interaction on the bispectral index of the EEG: the influence of heart rate.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
Modelling the dynamics of depth of anaesthesia: Cerebral state index in dogs
2007 Mediterranean Conference on Control and Automation, MED
2007 | conference-paper
Nonlinear modeling of cerebral state index in dogs
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Nonlinear modeling of cerebral state index in dogs.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
Pharmacokinetics and Pharmacodynamics of Propofol in Dog: KeO using the Cerebral State Index
Anesthesiology
2007 | conference-paper
Pharmacokinetics and pharmacodynamics of propofol: differences between dogs and humans
Journal of Neurosurgical Anesthesiology
2007 | conference-paper
Propofol Pharmacodynamic Effect On The Cerebral State Index In Dogs
First World Conference of Total Intravenous Anaesthesia
2007 | conference-paper
Propofol Pharmacokinetics/Pharmacodynamics in dog are very different from human
Anesthesiology
2007 | conference-paper
Synchronization software for automation in anesthesia
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Synchronization software for automation in anesthesia.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
Time to Peak effect and pharmacokinetics of propofol using the Cerebral State Index in the dog
Journal of Neurosurgical Anesthesiology
2007 | conference-paper
Garch models for drug effects on patient heart rate, during general anaesthesia
IFAC Proceedings Volumes (IFAC-PapersOnline)
2006 | conference-paper
Modelling the effect of IV drugs on the heart rate: efficiency of a GARCH model
European Journal of Anaesthesiology
2006 | conference-paper
Modelling the effect of IV drugs on the mean arterial pressure: efficiency of a GARCH model
European Journal of Anaesthesiology
2006 | conference-paper
Online outlier detection and removal from ECG heart rate and invasive arterial pressure
European Journal of Anesthesiology
2006 | conference-paper
Online outlier detection and removal from ECG heart rate and invasive arterial pressure
European Society of Anaesthetiosoly
2006 | conference-poster
Small, imbalanced, and noisy datasets in healthcare research: A systematic review
Engineering Applications of Artificial Intelligence
2026 | journal-article
How hard is my imbalanced classification task? - An explainable supervised approach
Expert Systems with Applications
2026 | journal-article
GBRF: A Novel Framework for Encoding User-Preferences in Imbalanced Data Distributions via Genetic Optimization
2026 | book-chapter
Informed Decision Making Strategy for Resampling in Pain Assessment
2026 | book-chapter
When Features Matter More than Sequence: A Case for Tabular In Context Learning in Pain Classification
2025 | conference-paper
Accurate Through-Wall Breathing Rate Measurements Using a C-Band FMCW Radar
IEEE Sensors Journal
2025 | journal-article
Exploring the dynamic symbiosis of urban mobility and 5G networks
Computer Networks
2025 | journal-article
A Review on the Use of Physiological Signals for Assessing Postoperative Pain
ACM Computing Surveys
2025 | journal-article
Movement Compensation in Dual Continuous Wave Radar Using Deep Learning
Information
2025 | journal-article
Extraction of compression indices from maternal-fetal heart rate simultaneous signals
PLOS ONE
2025 | journal-article
Battle Against Your Fears: Virtual Reality Serious Games and Physiological Analysis for Phobia Treatment
IEEE Computer Graphics and Applications
2025 | journal-article
Biometric Identification via Through-Wall Radar: A Survey on Vital Signs and Gait Analysis
IEEE Access
2025 | journal-article
Emotion-Enhanced Pain Assessment Protocol
2025 | book-chapter
Explaining Pain: On the Impact of Physiological Signals in Pain Prediction
2025 | book-chapter
Human Radar Cross Section Measurements in a Bio-Radar Scenario Using a 5.8-GHz Continuous-Wave Radar
IEEE Transactions on Instrumentation and Measurement
2025 | journal-article
A machine learning approach to forecast 5G metrics in a commercial and operational 5G platform: 5G and mobility
Computer Communications
2024 | journal-article
Detection of Random Body Movements Using Clustering-Based Methods in Bioradar Systems
Information
2024 | journal-article
Focalize K-NN: an imputation algorithm for time series datasets
Pattern Analysis and Applications
2024 | journal-article
Remote Emotion Recognition Using Continuous-Wave Bio-Radar System
Sensors
2024 | journal-article
Addressing intra-subject variability in electrocardiogram-based biometric systems through a hybrid architecture
Biomedical Signal Processing and Control
2024 | journal-article
Descriptor: Radar Acquired Data on Subjects Walking on a Treadmill (RADSWT)
IEEE Data Descriptions
2024 | journal-article
Exploring bus tracking data to characterize urban traffic congestion
Journal of Urban Mobility
2023 | journal-article
Characterisation of Physiological Responses to Odours in Autism Spectrum Disorders: A Preliminary Study
Applied Sciences
2023 | journal-article
Clustering ECG Time Series for the Quantification of Physiological Reactions to Emotional Stimuli
2023 | book-chapter
Immerse Yourself in a Fight Against your Fears: A Vision for using Virtual Reality Serious Games and Physiology Assessment in Phobia Treatment
2023 | conference-paper
Time Series Imputation in Faulty Systems
2023 | book-chapter
Analysis of Physiological Responses during Pain Induction
Sensors
2022 | journal-article
An evaluation of Deep Learning Methods for Long-Term Forecasting Traffic Flow
RecPad 2022
2022 | conference-paper
Vehicular traffic flow prediction using deployed traffic counters in a city
Future Generation Computer Systems
2022 | journal-article
A Preliminary Study on Electrocardiogram Response During Pain Induction
2022 | book-chapter
Characterization of Emotions Through Facial Electromyogram Signals
2022 | book-chapter
Exploring Alterations in Electrocardiogram During the Postoperative Pain
2022 | book-chapter
Heartbeat Selection Based on Outlier Removal
2022 | book-chapter
Using Bus Tracking Data to Detect Potential Hazard Driving Zones
2022 | book-chapter
On the Impact of the Data Acquisition Protocol on ECG Biometric Identification
Sensors
2021 | journal-article
ECG and EDA information transfer on emotion evaluation
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-abstract
ECG and EDA information transfer on emotion evaluation
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-poster
Entropy-Based ECG Biometric Identification
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-abstract
Entropy-Based ECG Biometric Identification
Entropy 2021: The Scientific Tool of the 21st Century
2021 | conference-poster
Statistical n-Best AFD-Based Sparse Representation for ECG Biometric Identification
IEEE Transactions on Instrumentation and Measurement
2021 | journal-article
Multimodal Emotion Evaluation: A Physiological Model for Cost-Effective Emotion Classification
Sensors
2020 | journal-article
An Information-Theoretical Method for Emotion Classification
XV Mediterranean Conference on Medical and Biological Engineering and Computing – MEDICON 2019
2019 | book-chapter
Compression-Based Classification of ECG Using First-Order Derivatives
2019 | book-chapter
Enabling Multimodal Emotionally-Aware Ecosystems through a W3C-aligned Generic Interaction Modality
MobiHealth 2019 – 8th EAI International Conference on Wireless Mobile Communication and Healthcare
2019 | conference-paper
Compression-Based Classification of ECG Using First-Order Derivatives
10th International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN 2018)
2018 | conference-paper
Extended-alphabet finite-context models
Pattern Recognition Letters
2018 | journal-article
Biometric and emotion identification: An ECG compression based method
Frontiers in Psychology
2018 | journal-article
EmotionalIy-aware multimodal interfaces: Preliminary work on a generic affective modality
ACM International Conference Proceeding Series
2018 | conference-paper
The feasibility of an augment reality system to study the psychophysiological correlates of fear-related responses
Brain and Behavior
2018 | journal-article
Towards FHR Biometric Identification: A Comparison between Compression and Entropy Based Approaches
Proceedings - IEEE Symposium on Computer-Based Medical Systems
2018 | conference-paper
Psychophysiology assessment tool using Virtual Reality
InForum Simpósio de Informática 2017
2017 | conference-abstract
The Impact of Noise Removal on a Compression-based ECG Biometric Identification System
23rd Portuguese Conference on Pattern Recognition (RecPad)
2017 | conference-abstract
An automatic classifier of emotions built from entropy of noise
Psychophysiology
2017 | journal-article
Impact of the Acquisition Time on ECG Compression-based Biometric Identification Systems
Research Day University of Aveiro
2017 | conference-poster
Impact of the acquisition time on ECG compression-based biometric identification systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
Psychophysiological assessment tool using Virtual Reality
APPE 2017
2017 | conference-paper
Psychophysiology assessment tool using Virtual Reality
InForum Simpósio de Informática 2017
2017 | conference-poster
Compression Methods on Emotion Identification - Preliminary Study
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
Initial validation of online ECG signal segmentation
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
Irregularity Detection in ECG signal using a semi-fiducial method
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
Psychophysiology assessment tool using Virtual Reality - Case Study
22nd Portuguese Conference on Pattern Recognition (RecPad)
2016 | conference-abstract
BeMonitored: Monitoring psychophysiology and behavior using Android in phobias
Behavior Research Methods
2016 | journal-article
Fuzzy logic SBP and RR modelling evaluated under parasympathetic blockade
Computing in Cardiology
2016 | conference-paper
ECG biometric identification: A compression based approach
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Monitoring physiology and behavior using Android in phobias
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
New insights in echocardiography based left-ventricle dynamics assessment
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2015 | book
Psychophysiology of disgust: ECG noise entropy as a biomarker
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Controlling the hypnotic drug (propofol) to maintain a stable depth of anesthesia, in dogs
IEEE MeMeA 2014 - IEEE International Symposium on Medical Measurements and Applications, Proceedings
2014 | conference-paper
Development of new research software for real-time raw electroencephalogram analysis
IEEE MeMeA 2014 - IEEE International Symposium on Medical Measurements and Applications, Proceedings
2014 | conference-paper
Electroencephalogram-based indices applied to dogs' depth of anaesthesia monitoring
Research in Veterinary Science
2014 | journal-article
BeMonitored: Telemóvel como sistema monitorização de variáveis fisiológicas e comportamentais
8º Encontro Nacional da Associação Portuguesa de Psicologia Experimental
2013 | conference-paper
ECG delineation and morphological analysis for firefighters tasks differentiation
Proceedings - IEEE Symposium on Computer-Based Medical Systems
2013 | conference-paper
ECG delineation and morphological analysis for firefighters tasks differentiation
Proceedings of CBMS 2013 - 26th IEEE International Symposium on Computer-Based Medical Systems
2013 | conference-paper
FIREMAN: Firefighter team breathing management system using android
ISWC 2013 - Proceedings of the 2013 ACM International Symposium on Wearable Computers
2013 | conference-paper
Fuzzy logic model to describe anesthetic effect and muscular influence on EEG Cerebral State Index
Research in Veterinary Science
2013 | journal-article
Mathematical biomarkers for the autonomic regulation of cardiovascular system
Frontiers in Physiology
2013 | journal-article
Temporal subsampling impact on echocardiography based analysis of the left ventricle dynamics
19th Portuguese Conference on Pattern Recognition (RecPad)
2013 | conference-paper
A novel non-invasive continuous system for estimating arterial blood pressure: first-in-man clinical results
European Society of Cardiology (ESC) Congress
2012 | conference-paper
Wearable Sensors for Posture Monitoring and Fall Detection for elderly People
9th International Conference on Wearable Micro and Nanotechnologies for personalized health (phealth 2012)
2012 | conference-paper
Correlation between clinical signs of depth of anaesthesia and cerebral state index responses in dogs with different target-controlled infusions of propofol
Veterinary Anaesthesia and Analgesia
2012 | journal-article
ECG artefact detection algorithm: An algorithm to improve long-term ECG analysis
BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
2012 | conference-paper
Exploring the use of Fuzzy Logic models to describe the relation between SBP and RR values
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2012 | conference-paper
Exploring the use of fuzzy logic models to describe the relation between SBP and RR values.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2012 | journal-article
Towards the Evaluation of a Fuzzy Logic Model to Describe SBP and RR Relation: a Case Study Report
18th Portuguese Conference on Pattern Recognition (RecPad)
2012 | conference-paper
Associating ECG features with firefighter's activities
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2011 | conference-paper
Associating ECG features with firefighter's activities.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2011 | journal-article
EMG contributes to improve Cerebral State Index modeling in dogs anesthesia
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2011 | conference-paper
EMG contributes to improve Cerebral State Index modeling in dogs anesthesia.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2011 | journal-article
Automation in veterinary anaesthesia: modelling and control
2010 | supervised-student-publication
A step towards effect-site target-controlled infusion with propofol in dogs: A k
Journal of Veterinary Pharmacology and Therapeutics
2009 | journal-article
Cerebral oxygenation and cerebral metabolism during acute bleeding in pigs
Journal of Neurosurgical Anesthesiology
2009 | conference-paper
Correlation between clinical signs of depth of anaesthesia and cerebral state index responses in dogs during induction of anaesthesia with propofol
Research in Veterinary Science
2009 | journal-article
Data Driven Identification of Propofol Pharmacokinetics in Dogs Versus Standard Model
Second World Conference of Total Intravenous Anaesthesia
2009 | conference-paper
Data Driven Optimized Propofol Pharmacokinetics Versus Published Models In Dogs
European Journal of Anaesthesiology
2009 | conference-paper
A Fuzzy Logic model for Cerebral State Index, during propofol anesthesia in dogs
Anesthesiology
2008 | conference-paper
CSI response to high propofol concentrations is related to dog’s weight
European Journal of Anaesthesiology
2008 | conference-paper
Cerebral state index (CSI) values could be strongly contaminated by high EMG levels in dogs
Scientific Committee AVA Barcelona Meeting
2008 | conference-paper
Evaluation of the Bispectral Index (BIS) and the Cerebral State Index (CSI) brain monitors in dogs during isoflurane anaesthesia
Scientific Committee AVA Barcelona Meeting
2008 | conference-paper
Hemodynamic stability in Dogs Is Maintained with High Propofol Concentrations
Journal of Neurosurgical Anesthesiology
2008 | conference-paper
Modeling the Effect of Propofol in Dogs Using Fuzzy Logic Theory
Journal of Neurosurgical Anesthesiology
2008 | conference-paper
Preliminary evaluation of the Bispectral Index (BIS) and the Cerebral State Index (CSI) brain monitors during the recovering of dogs anaesthetized with isoflurane
Scientific Committee AVA Barcelona Meeting
2008 | conference-paper
The Cerebral State Index in Dogs Could Be Strongly Contaminated by the EMG
Journal of Neurosurgical Anesthesiology
2008 | conference-paper
Hemodynamic Stability of Propofol in Dogs with High Plasmatic Propofol Concentrations
Anesthesiology
2007 | conference-paper
Mathematical Modeling of the Propofol Effect on the Cerebral State Index in Dogs
Anesthesiology
2007 | conference-paper
Modeling anesthetic drugs' pharmacodynamic interaction on the bispectral index of the EEG: The influence of heart rate
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Modeling anesthetic drugs' pharmacodynamic interaction on the bispectral index of the EEG: the influence of heart rate.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
Modelling the dynamics of depth of anaesthesia: Cerebral state index in dogs
2007 Mediterranean Conference on Control and Automation, MED
2007 | conference-paper
Nonlinear modeling of cerebral state index in dogs
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Nonlinear modeling of cerebral state index in dogs.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
Pharmacokinetics and Pharmacodynamics of Propofol in Dog: KeO using the Cerebral State Index
Anesthesiology
2007 | conference-paper
Pharmacokinetics and pharmacodynamics of propofol: differences between dogs and humans
Journal of Neurosurgical Anesthesiology
2007 | conference-paper
Propofol Pharmacodynamic Effect On The Cerebral State Index In Dogs
First World Conference of Total Intravenous Anaesthesia
2007 | conference-paper
Propofol Pharmacokinetics/Pharmacodynamics in dog are very different from human
Anesthesiology
2007 | conference-paper
Synchronization software for automation in anesthesia
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Synchronization software for automation in anesthesia.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
Time to Peak effect and pharmacokinetics of propofol using the Cerebral State Index in the dog
Journal of Neurosurgical Anesthesiology
2007 | conference-paper
Garch models for drug effects on patient heart rate, during general anaesthesia
IFAC Proceedings Volumes (IFAC-PapersOnline)
2006 | conference-paper
Modelling the effect of IV drugs on the heart rate: efficiency of a GARCH model
European Journal of Anaesthesiology
2006 | conference-paper
Modelling the effect of IV drugs on the mean arterial pressure: efficiency of a GARCH model
European Journal of Anaesthesiology
2006 | conference-paper
Online outlier detection and removal from ECG heart rate and invasive arterial pressure
European Journal of Anesthesiology
2006 | conference-paper
Online outlier detection and removal from ECG heart rate and invasive arterial pressure
European Society of Anaesthetiosoly
2006 | conference-poster
