Begonya Garcia-Zapirain

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 52

Top Topics

Convolutional Neural Network

Systematic Review

Fuzzy Classification

Top Venues

Comput. Methods Programs Biomed.

Publications

Mario Jojoa, Parvin Eftekhar, Behdin Nowrouzi-Kia, Begonya Garcia-Zapirain
Natural language processing analysis applied to COVID-19 open-text opinions using a distilBERT model for sentiment categorization. AI Soc. 39 (3) (2024)
Ubaid Ullah, Begonya Garcia-Zapirain
Quantum Machine Learning Revolution in Healthcare: A Systematic Review of Emerging Perspectives and Applications. IEEE Access 12 (2024)
Mohammed Yousif, Belal Al-Khateeb, Begonya Garcia-Zapirain
A New Quantum Circuits of Quantum Convolutional Neural Network for X-Ray Images Classification. IEEE Access 12 (2024)
Imane Chakour, Cherki Daoui, Mohamed Baslam, Beatriz Sainz de Abajo, Begonya Garcia-Zapirain
Strategic Bandwidth Allocation for QoS in IoT Gateway: Predicting Future Needs Based on IoT Device Habits. IEEE Access 12 (2024)
Mazin Abed Mohammed, Abdullah Lakhan, Karrar Hameed Abdulkareem, Dilovan Asaad Zebari, Jan Nedoma, Radek Martinek, Seifedine Kadry, Begonya Garcia-Zapirain
Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks. Internet Things 22 (2023)
Pierre Decoodt, Tan Jun Liang, Soham Bopardikar, Hemavathi Santhanam, Alfaxad Eyembe, Begonya Garcia-Zapirain, Daniel Sierra-Sosa
Hybrid Classical-Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays. J. Imaging 9 (7) (2023)
Abdullah Lakhan, Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Mohd Khanapi Abd Ghani, Haydar Abdulameer Marhoon, Jan Nedoma, Radek Martinek, Begonya Garcia-Zapirain
Secure blockchain assisted Internet of Medical Things architecture for data fusion enabled cancer workflow. Internet Things 24 (2023)
Alaa S. Al-Waisy, Shumoos Al-Fahdawi, Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Salama A. Mostafa, Mashael S. Maashi, Muhammad Arif, Begonya Garcia-Zapirain
COVID-CheXNet: hybrid deep learning framework for identifying COVID-19 virus in chest X-rays images. Soft Comput. 27 (5) (2023)
Mazin Abed Mohammed, Abdullah Lakhan, Karrar Hameed Abdulkareem, Dilovan Asaad Zebari, Jan Nedoma, Radek Martinek, Seifedine Nimer Kadry, Begonya Garcia-Zapirain
Homomorphic federated learning schemes enabled pedestrian and vehicle detection system. Internet Things 23 (2023)
Asma Baccouche, Begonya Garcia-Zapirain, Yufeng Zheng, Adel Said Elmaghraby
Early detection and classification of abnormality in prior mammograms using image-to-image translation and YOLO techniques. Comput. Methods Programs Biomed. 221 (2022)
Abdullah Lakhan, Mazin Abed Mohammed, Begonya Garcia-Zapirain, Jan Nedoma, Radek Martinek, Prayag Tiwari, Neeraj Kumar
Fully Homomorphic Enabled Secure Task Offloading and Scheduling System for Transport Applications. IEEE Trans. Veh. Technol. 71 (11) (2022)
Fatima Es-Sabery, Ibrahim Es-Sabery, Abdellatif Hair, Beatriz Sainz de Abajo, Begonya Garcia-Zapirain
Emotion Processing by Applying a Fuzzy-Based Vader Lexicon and a Parallel Deep Belief Network Over Massive Data. IEEE Access 10 (2022)
Cyrille Kesiku, Andrea Chaves-Villota, Begonya Garcia-Zapirain
Natural Language Processing Techniques for Text Classification of Biomedical Documents: A Systematic Review. Inf. 13 (10) (2022)
Ubaid Ullah, Alain García Olea Jurado, Ignacio Diez Gonzalez, Begonya Garcia-Zapirain
A Fully Connected Quantum Convolutional Neural Network for Classifying Ischemic Cardiopathy. IEEE Access 10 (2022)
Andrea Chaves, Cyrille Kesiku, Begonya Garcia-Zapirain
Automatic Text Summarization of Biomedical Text Data: A Systematic Review. Inf. 13 (8) (2022)
Danyal Maheshwari, Daniel Sierra-Sosa, Begonya Garcia-Zapirain
Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset. IEEE Access 10 (2022)
Danyal Maheshwari, Begonya Garcia-Zapirain, Daniel Sierra-Sosa
Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review. IEEE Access 10 (2022)
Dmitrii Viaktin, Begonya Garcia-Zapirain, Amaia Méndez Zorrilla
DeepDream Algorithm for Data Augmentation in a Neural Network Ensemble Applied to Multiclass Image Classification. ACIIDS (Companion) (2022)
Mazhar Javed Awan, Mohd Shafry Mohd Rahim, Naomie Salim, Amjad Rehman, Begonya Garcia-Zapirain
Automated Knee MR Images Segmentation of Anterior Cruciate Ligament Tears. Sensors 22 (4) (2022)
Sofia Zahia, Begonya Garcia-Zapirain, Jon Anakabe, Joan Ander, Oscar Jossa Bastidas, Alberto Loizate Totoricagüena
A Comparative Study between Scanning Devices for 3D Printing of Personalized Ostomy Patches. Sensors 22 (2) (2022)
Ammar Awad Mutlag, Mohd Khanapi Abd Ghani, Mazin Abed Mohammed, Abdullah Lakhan, Othman Mohd, Karrar Hameed Abdulkareem, Begonya Garcia-Zapirain
Multi-Agent Systems in Fog-Cloud Computing for Critical Healthcare Task Management Model (CHTM) Used for ECG Monitoring. Sensors 21 (20) (2021)
John Gelpud, Silvia Castillo, Mario Jojoa, Begonya Garcia-Zapirain, Wilson Achicanoy, David Rodrigo
Deep Learning for Heart Sounds Classification Using Scalograms and Automatic Segmentation of PCG Signals. IWANN (1) (2021)
Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Luis Bujanda
Deep Learning Models for Colorectal Polyps. Inf. 12 (6) (2021)
Sofia Zahia, Begonya Garcia-Zapirain, Adel Elmaghraby
Integrating 3D Model Representation for an Accurate Non-Invasive Assessment of Pressure Injuries with Deep Learning. Sensors 20 (10) (2020)
Gonçalo Marques, Nuno Miranda, Akash Kumar Bhoi, Begonya Garcia-Zapirain, Sofiane Hamrioui, Isabel de la Torre Díez
Internet of Things and Enhanced Living Environments: Measuring and Mapping Air Quality Using Cyber-physical Systems and Mobile Computing Technologies. Sensors 20 (3) (2020)
Zabit Hameed, Serhii Shapoval, Begonya Garcia-Zapirain, Amaia Méndez Zorilla
Sentiment analysis using an ensemble approach of BiGRU model: A case study of AMIS tweets. ISSPIT (2020)
Zabit Hameed, Sofia Zahia, Begonya Garcia-Zapirain, José Javier Aguirre, Ana María Vanegas
Breast Cancer Histopathology Image Classification Using an Ensemble of Deep Learning Models. Sensors 20 (16) (2020)
Prasanna J., M. S. P. Subathra, Mazin Abed Mohammed, Mashael S. Maashi, Begonya Garcia-Zapirain, Sairamya Nanjappan Jothiraj, S. Thomas George
Detection of Focal and Non-Focal Electroencephalogram Signals Using Fast Walsh-Hadamard Transform and Artificial Neural Network. Sensors 20 (17) (2020)
Sofia Zahia, Begonya Garcia-Zapirain, Ibone Saralegui, Begoñya Fernández-Ruanova
Dyslexia detection using 3D convolutional neural networks and functional magnetic resonance imaging. Comput. Methods Programs Biomed. 197 (2020)
Asma Baccouche, Begonya Garcia-Zapirain, Cristian Castillo-Olea, Adel Elmaghraby
Ensemble Deep Learning Models for Heart Disease Classification: A Case Study from Mexico. Inf. 11 (4) (2020)
Zabit Hameed, Begonya Garcia-Zapirain
Sentiment Classification Using a Single-Layered BiLSTM Model. IEEE Access 8 (2020)
Jaione Antonana, Begonya Garcia-Zapirain, Ana Megía-Macías
Developing a smart 3D printed canine orthosis. ISSPIT (2019)
Sergio Lenis, Cristian Castillo-Olea, Begonya Garcia-Zapirain, Eric Ortiz
Automated classification of ganglions and spiculated masses: A case study, Mexico's National Institute of Cancerology. ISSPIT (2019)
José Luis García Arroyo, Begonya Garcia-Zapirain
Segmentation of skin lesions in dermoscopy images using fuzzy classification of pixels and histogram thresholding. Comput. Methods Programs Biomed. 168 (2019)
Carlos Salinas Alvarez, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Deborah Yoder-Himes, Adel Elmaghraby
Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors. Sensors 19 (7) (2019)
Aurélien Bour, Cristian Castillo-Olea, Begonya Garcia-Zapirain, Sofia Zahia
Automatic colon polyp classification using Convolutional Neural Network: A Case Study at Basque Country. ISSPIT (2019)
Zabit Hameed, Begonya Garcia-Zapirain, Ibon Oleagordia Ruiz
A computationally efficient BiLSTM based approach for the binary sentiment classification. ISSPIT (2019)
Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Cristian Castillo, Ibon Ruiz Oleagordia, Roberto Nuño-Solinis, Maider Urtaran-Laresgoiti, Adel Elmaghraby
Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. IEEE Trans. Ind. Informatics 15 (10) (2019)
Sofia Zahia, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
Tissue classification and segmentation of pressure injuries using convolutional neural networks. Comput. Methods Programs Biomed. 159 (2018)
Omar Dekhil, Mohamed T. Ali, Ahmed Shalaby, Ali Mahmoud, Andy Switala, Mohammed Ghazal, Hassan Hajjdiab, Begonya Garcia-Zapirain, Adel Elmaghraby, Robert Keynton, Gregory Barnes, Ayman El-Baz
Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. MICCAI (3) (2018)
Alain Sánchez-González, Begonya Garcia-Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby
Colon Polyp Segmentation Using Texture Analysis. ISSPIT (2018)
José Luis García Arroyo, Begonya Garcia-Zapirain
Recognition of pigment network pattern in dermoscopy images based on fuzzy classification of pixels. Comput. Methods Programs Biomed. 153 (2018)
Asma Baccouche, Begonya Garcia-Zapirain, Adel Elmaghraby
Annotation Technique for Health-Related Tweets Sentiment Analysis. ISSPIT (2018)
Jelko Aguirre Molinero, Ibon Ruiz Oleagordia, Begonya Garcia-Zapirain
ViveWeb: Social network for interaction of experienced among elderly persons. ISSPIT (2017)
José Luis García Arroyo, Begonya Garcia-Zapirain
Segmentation of skin lesions based on fuzzy classification of pixels and histogram thresholding. CoRR (2017)
Yolanda Garcia-Chimeno, Begonya Garcia-Zapirain, Marian Gomez-Beldarrain, Begonya Fernandez-Ruanova, Juan Carlos Garcia-Monco
Automatic migraine classification via feature selection committee and machine learning techniques over imaging and questionnaire data. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Roger Ouch, Begonya Garcia-Zapirain, Roman Yampolskiy
Multimodal biometrie systems: A systematic review. ISSPIT (2017)
Begonya Garcia-Zapirain, Ahmed Shalaby, Ayman El-Baz, Adel Elmaghraby
Automated framework for accurate segmentation of pressure ulcer images. Comput. Biol. Medicine 90 (2017)
Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
Automatic colon polyp detection using Convolutional encoder-decoder model. ISSPIT (2017)
Sofiane Hamrioui, Isabel de la Torre Díez, Begonya Garcia-Zapirain, Kashif Saleem, Joel J. P. C. Rodrigues
A Systematic Review of Security Mechanisms for Big Data in Health and New Alternatives for Hospitals. Wirel. Commun. Mob. Comput. 2017 (2017)
Maite Frutos Pascual, Begonya Garcia-Zapirain
Review of the Use of AI Techniques in Serious Games: Decision Making and Machine Learning. IEEE Trans. Comput. Intell. AI Games 9 (2) (2017)
Leire Moreno-Alsasua, Begonya Garcia-Zapirain, J. David Rodrigo-Carbonero, Ibon Ruiz Oleagordia, Sofiane Hamrioui, Isabel de la Torre Díez
Primary Prevention of Asymptomatic Cardiovascular Disease Using Physiological Sensors Connected to an iOS App. J. Medical Syst. 41 (12) (2017)
Rizwan Ishaq, Dhananjaya N. Gowda, Paavo Alku, Begonya Garcia-Zapirain
Vowel Enhancement in Early Stage Spanish Esophageal Speech Using Natural Glottal Flow Pulse and Vocal Tract Frequency Warping. SLPAT@Interspeech (2015)
Alvaro Muro-de-la-Herran, Begonya Garcia-Zapirain, Amaia Méndez-Zorrilla
Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications. Sensors 14 (2) (2014)