Begoña García Zapirain
Orcid: 0000-0002-9356-1186Affiliations:
- University of Deusto, Bilbao, Spain
According to our database1,
Begoña García Zapirain
authored at least 179 papers
between 2002 and 2024.
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Bibliography
2024
Are AI systems biased against the poor? A machine learning analysis using Word2Vec and GloVe embeddings.
AI Soc., April, 2024
Quantum Machine Learning Revolution in Healthcare: A Systematic Review of Emerging Perspectives and Applications.
IEEE Access, 2024
Strategic Bandwidth Allocation for QoS in IoT Gateway: Predicting Future Needs Based on IoT Device Habits.
IEEE Access, 2024
2023
Secure blockchain assisted Internet of Medical Things architecture for data fusion enabled cancer workflow.
Internet Things, December, 2023
Secure-fault-tolerant efficient industrial internet of healthcare things framework based on digital twin federated fog-cloud networks.
J. King Saud Univ. Comput. Inf. Sci., October, 2023
Homomorphic federated learning schemes enabled pedestrian and vehicle detection system.
Internet Things, October, 2023
Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks.
Internet Things, July, 2023
COVID-CheXNet: hybrid deep learning framework for identifying COVID-19 virus in chest X-rays images.
Soft Comput., March, 2023
A hybrid cancer prediction based on multi-omics data and reinforcement learning state action reward state action (SARSA).
Comput. Biol. Medicine, March, 2023
Hybrid Classical-Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays.
J. Imaging, 2023
2022
Fully Homomorphic Enabled Secure Task Offloading and Scheduling System for Transport Applications.
IEEE Trans. Veh. Technol., 2022
A Comparative Study between Scanning Devices for 3D Printing of Personalized Ostomy Patches.
Sensors, 2022
Sensors, 2022
Natural Language Processing Techniques for Text Classification of Biomedical Documents: A Systematic Review.
Inf., 2022
Inf., 2022
Early detection and classification of abnormality in prior mammograms using image-to-image translation and YOLO techniques.
Comput. Methods Programs Biomed., 2022
A Fully Connected Quantum Convolutional Neural Network for Classifying Ischemic Cardiopathy.
IEEE Access, 2022
IEEE Access, 2022
IEEE Access, 2022
Emotion Processing by Applying a Fuzzy-Based Vader Lexicon and a Parallel Deep Belief Network Over Massive Data.
IEEE Access, 2022
DeepDream Algorithm for Data Augmentation in a Neural Network Ensemble Applied to Multiclass Image Classification.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022
2021
Multi-Agent Systems in Fog-Cloud Computing for Critical Healthcare Task Management Model (CHTM) Used for ECG Monitoring.
Sensors, 2021
Transfer Learning for Alzheimer's Disease through Neuroimaging Biomarkers: A Systematic Review.
Sensors, 2021
BMC Medical Imaging, 2021
IEEE Access, 2021
A MapReduce Opinion Mining for COVID-19-Related Tweets Classification Using Enhanced ID3 Decision Tree Classifier.
IEEE Access, 2021
Deep Learning for Heart Sounds Classification Using Scalograms and Automatic Segmentation of PCG Signals.
Proceedings of the Advances in Computational Intelligence, 2021
2020
Integrating 3D Model Representation for an Accurate Non-Invasive Assessment of Pressure Injuries with Deep Learning.
Sensors, 2020
Internet of Things and Enhanced Living Environments: Measuring and Mapping Air Quality Using Cyber-physical Systems and Mobile Computing Technologies.
Sensors, 2020
Detection of Focal and Non-Focal Electroencephalogram Signals Using Fast Walsh-Hadamard Transform and Artificial Neural Network.
Sensors, 2020
Breast Cancer Histopathology Image Classification Using an Ensemble of Deep Learning Models.
Sensors, 2020
Ensemble Deep Learning Models for Heart Disease Classification: A Case Study from Mexico.
Inf., 2020
Dyslexia detection using 3D convolutional neural networks and functional magnetic resonance imaging.
Comput. Methods Programs Biomed., 2020
Pressure injury image analysis with machine learning techniques: A systematic review on previous and possible future methods.
Artif. Intell. Medicine, 2020
IEEE Access, 2020
Benchmarking Methodology for Selection of Optimal COVID-19 Diagnostic Model Based on Entropy and TOPSIS Methods.
IEEE Access, 2020
Energy-Aware and Reliability-Based Localization-Free Cooperative Acoustic Wireless Sensor Networks.
IEEE Access, 2020
Evaluation of Improved Components of AMIS Project for Speech Recognition, Machine Translation and Video/Audio/Text Summarization.
Proceedings of the Multimedia Communications, Services and Security, 2020
eSail: a body tracking interactive game for elderly and patients with locomotor system problems.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2020
Machine learning applied to diabetes dataset using Quantum versus Classical computation.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2020
Sentiment analysis using an ensemble approach of BiGRU model: A case study of AMIS tweets.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2020
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2020
2019
Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs.
IEEE Trans. Ind. Informatics, 2019
Sensors, 2019
J. Medical Syst., 2019
Predictive, Personalized, Preventive and Participatory (4P) Medicine Applied to Telemedicine and eHealth in the Literature.
J. Medical Syst., 2019
Summarizing videos into a target language: Methodology, architectures and evaluation.
J. Intell. Fuzzy Syst., 2019
Segmentation of skin lesions in dermoscopy images using fuzzy classification of pixels and histogram thresholding.
Comput. Methods Programs Biomed., 2019
Automated classification of ganglions and spiculated masses: A case study, Mexico's National Institute of Cancerology.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019
A computationally efficient BiLSTM based approach for the binary sentiment classification.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019
Automatic colon polyp classification using Convolutional Neural Network: A Case Study at Basque Country.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019
2018
Multim. Tools Appl., 2018
Medical Biol. Eng. Comput., 2018
Tissue classification and segmentation of pressure injuries using convolutional neural networks.
Comput. Methods Programs Biomed., 2018
Recognition of pigment network pattern in dermoscopy images based on fuzzy classification of pixels.
Comput. Methods Programs Biomed., 2018
Comput. Biol. Medicine, 2018
Proceedings of the Multimedia and Network Information Systems, 2018
Proceedings of the Multimedia and Network Information Systems, 2018
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018
An Automated Classification Framework for Pressure Ulcer Tissues Based on 3D Convolutional Neural Network.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Tissues Classification for Pressure Ulcer Images Based on 3D Convolutional Neural Network.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
2017
A Systematic Review of Security Mechanisms for Big Data in Health and New Alternatives for Hospitals.
Wirel. Commun. Mob. Comput., 2017
Review of the Use of AI Techniques in Serious Games: Decision Making and Machine Learning.
IEEE Trans. Comput. Intell. AI Games, 2017
Automatic migraine classification via feature selection committee and machine learning techniques over imaging and questionnaire data.
BMC Medical Informatics Decis. Mak., 2017
Primary Prevention of Asymptomatic Cardiovascular Disease Using Physiological Sensors Connected to an iOS App.
J. Medical Syst., 2017
Dual System for Enhancing Cognitive Abilities of Children with ADHD Using Leap Motion and eye-Tracking Technologies.
J. Medical Syst., 2017
A New mHealth App for Monitoring and Awareness of Healthy Eating: Development and User Evaluation by Spanish Users.
J. Medical Syst., 2017
J. Digit. Forensics Secur. Law, 2017
Segmentation of skin lesions based on fuzzy classification of pixels and histogram thresholding.
CoRR, 2017
Comput. Biol. Medicine, 2017
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017
Proceedings of the 2017 IEEE International Symposium on Signal Processing and Information Technology, 2017
2016
Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time.
Sensors, 2016
J. Medical Syst., 2016
Monitoring and Follow-up of Chronic Heart Failure: a Literature Review of eHealth Applications and Systems.
J. Medical Syst., 2016
Differences in effective connectivity between children with dyslexia, monocular vision and typically developing readers: A DTI study.
Biomed. Signal Process. Control., 2016
2015
Game Design to Measure Reflexes and Attention Based on Biofeedback Multi-Sensor Interaction.
Sensors, 2015
Assessing Visual Attention Using Eye Tracking Sensors in Intelligent Cognitive Therapies Based on Serious Games.
Sensors, 2015
Behav. Inf. Technol., 2015
Vowel Enhancement in Early Stage Spanish Esophageal Speech Using Natural Glottal Flow Pulse and Vocal Tract Frequency Warping.
Proceedings of the 6th Workshop on Speech and Language Processing for Assistive Technologies, 2015
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
Sondric: Image processing algorithm for the automatic calculation of the length and type of a nasogastric tube for medication or feeding.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015
Proceedings of the 2015 IEEE European Modelling Symposium, 2015
Proceedings of the Computer Games: AI, 2015
Proceedings of the Computer Games: AI, 2015
Where do they look at? Analysis of gaze interaction in children while playing a puzzle game.
Proceedings of the Computer Games: AI, 2015
2014
Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications.
Sensors, 2014
Detection of pigment network in dermoscopy images using supervised machine learning and structural analysis.
Comput. Biol. Medicine, 2014
Adaptive cognitive rehabilitation interventions based on serious games for children with ADHD using biofeedback techniques: assessment and evaluation.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
Depth images processing algorithm to analyze and correct in real time the verticality of multiple sclerosis patients during exercise.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
Telerehabilitation web application for health care professionals and adults with multiple sclerosis.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
Kinect-based virtual game for motor and cognitive rehabilitation: a pilot study for older adults.
Proceedings of the 8th International Conference on Pervasive Computing Technologies for Healthcare, 2014
Guided crossword-puzzle games aimed at children with Attentional Deficit: Preliminary results.
Proceedings of the Computer Games: AI, 2014
Cognitive rehabilitation based on working brain reflexes using computer games over iPad.
Proceedings of the Computer Games: AI, 2014
Serious games to promote independent living for intellectually disabled people: Starting with shopping.
Proceedings of the Computer Games: AI, 2014
2013
Algorithms Based on CWT and Classifiers to Control Cardiac Alterations and Stress Using an ECG and a SCR.
Sensors, 2013
Correction: Grenez, F., <i>et al.</i> Wireless Prototype Based on Pressure and Bending Sensors for Measuring Gait Quality. <i>Sensors</i> 2013, <i>13</i>, 9679-9703.
Sensors, 2013
Sensors, 2013
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Ubiquitous Computing to Lower Domestic Violence Rate Based on Emotional Support Social Network (Redsiam).
Proceedings of the Distributed Computing and Artificial Intelligence, 2013
Helping children with Intellectual Disability to understand healthy eating habits with an IPad based serious game.
Proceedings of the 18th International Conference on Computer Games: AI, 2013
Autism Spectrum Disorder children interaction skills measurement using computer games.
Proceedings of the 18th International Conference on Computer Games: AI, 2013
2012
Sensors, 2012
Netw. Commun. Technol., 2012
Int. J. Intell. Games Simul., 2012
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012
Technological Solution for Improving Time Management Skills Using an Android Application for Children with ADD.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012
emHEALTH: Online-Platform with Telecare Services to Promote Healthy Lifestyle for People with Multiple Sclerosis.
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2012
Estimating the time-varying periodicity of epileptiform discharges in the electroencephalogram.
Proceedings of the 11th International Conference on Information Science, 2012
Vocal folds paralysis clasiffication using FLDA and PCA algorithms suported by an adapted block matching algorithm.
Proceedings of the 5th International Symposium on Communications, 2012
Management Platform to Support Intellectually Disabled People Daily Tasks Using Android Smartphones.
Proceedings of the Ambient Intelligence - Software and Applications, 2012
Proceedings of the 6th International Conference on Signal Processing and Communication Systems, 2012
Design and development of an m-health multi-conference and multi-platform application.
Proceedings of the IEEE 14th International Conference on e-Health Networking, 2012
KiMentia: Kinect based tool to help cognitive stimulation for individuals with dementia.
Proceedings of the IEEE 14th International Conference on e-Health Networking, 2012
Improvement in Cognitive Therapies Aimed at the Elderly Using a Mixed-Reality Tool Based on Tangram Game.
Proceedings of the Computer Applications for Graphics, Grid Computing, and Industrial Environment, 2012
A Serious Game for Android Devices to Help Educate Individuals with Autism on Basic First Aid.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
Diagnosis of the attention deficit disorder using 'D2' and 'Symbols Search' tests through a game-based tool.
Proceedings of the 17th International Conference on Computer Games, 2012
Proceedings of the 17th International Conference on Computer Games, 2012
Innovative system for cognitive brain enhancement and language disorders treatment using a virtual reality environment.
Proceedings of the 17th International Conference on Computer Games, 2012
Proceedings of the 17th International Conference on Computer Games, 2012
2011
Melanomas non-invasive diagnosis application based on the ABCD rule and pattern recognition image processing algorithms.
Comput. Biol. Medicine, 2011
Proceedings of the Ambient Assisted Living - Third International Workshop, 2011
Proceedings of the Ambient Assisted Living - Third International Workshop, 2011
Oesophageal Voice Harmonic to Noise Ratio Enhancement over UMTS Networks Using Kalman-EM.
Proceedings of the Advances in Computational Intelligence, 2011
Quantitative Study and Monitoring of the Growth of Lung Cancer Nodule Using an X-Ray Computed Tomography Image Processing Tool.
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011
Wavelet Transform for the analysis of EEG signals in patients with oral communications problems.
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011
Computed Tomography CAD system for monitoring and modeling the evolution of lung cancer nodule.
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011
Blue-white veil and dark-red patch of pigment pattern recognition in dermoscopic images using machine-learning techniques.
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011
Serious Game based on first aid education for individuals with Autism Spectrum Disorder (ASD) using android mobile devices.
Proceedings of the 16th International Conference on Computer Games, 2011
Proceedings of the 16th International Conference on Computer Games, 2011
Proceedings of the 16th International Conference on Computer Games, 2011
Can game-based therapies be trusted? Is game-based education effective? A systematic review of the Serious Games for health and education.
Proceedings of the 16th International Conference on Computer Games, 2011
2010
Int. J. Intell. Games Simul., 2010
Vocal folds paralysis study using a pre-processing stage of Gabor filtering and Chan-Vese segmentation.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Learning electronics using image processing techniques for describing circuits to blind students.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Proceedings of the 10th International Conference on Information Sciences, 2010
Proceedings of the 2010 International IEEE Consumer Electronics Society's Games Innovations Conference, 2010
A serious game to improve human relationships in patients with neuro-psychological disorders.
Proceedings of the 2010 International IEEE Consumer Electronics Society's Games Innovations Conference, 2010
fMRI processing tool for the analysis, parametrisation and comparison of preprocessed SPM images.
Proceedings of the 18th European Signal Processing Conference, 2010
Automated diagnosis of melanomas based on globular and reticular pattern recognition algorithms for epiluminiscence images.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Int. J. Intell. Games Simul., 2009
Objective characterization of oesophageal voice supporting medical diagnosis, rehabilitation and monitoring.
Comput. Biol. Medicine, 2009
Proceedings of the Distributed Computing, 2009
Proceedings of the Distributed Computing, 2009
Proceedings of the Distributed Computing, 2009
Keyframes detection and analysis in vocal folds recordings using hierarchical motion techniques and texture information.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Extension of EasyPAS software for the learning of image and audio digital processing.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Rev. Iberoam. de Tecnol. del Aprendiz., 2007
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Objective model of vocal folds, based on glottal closure, opening angles and morphologic criteria.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Automated characterization of esophageal and severely injured voices by means of acoustic parameters.
Proceedings of the 15th European Signal Processing Conference, 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2002
Proceedings of the 11th European Signal Processing Conference, 2002