Begonya Garcia-Zapirain

61 papers Journal 45Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Explainable Multimodal Foundational Models for Retinal Disease Stratification: A Robustness Study Across 15+ Heterogeneous Datasets. IEEE Access Ainhoa Osa-Sanchez, Ayman El-Baz, Ibon Oleagordia Ruiz, Begonya Garcia-Zapirain
2025	J	`jnl`	AI-Enhanced Lung Cancer Prediction: A Hybrid Model's Precision Triumph. IEEE J. Biomed. Health Informatics Cyrille YetuYetu Kesiku, Begonya Garcia-Zapirain
2025	J	`jnl`	Explainable AI-Based Approach for Age-Related Macular Degeneration (AMD) Detection via Fundus Imaging. IEEE Access Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Ashraf Sewelam, Mohammed Ghazal, Begonya Garcia-Zapirain, Ayman El-Baz
2025	—	`conf`	Quantum Attention-Enhanced QBiLSTM for Pulmonary Disease Diagnosis. QSW Cyrille YetuYetu Kesiku, Begonya Garcia-Zapirain
2025	J	`jnl`	Wearable Sensors and Artificial Intelligence for Sleep Apnea Detection: A Systematic Review. J. Medical Syst. Ainhoa Osa-Sanchez, Javier Ramos-Martinez-de-Soria, Amaia Méndez Zorrilla, Ibon Oleagordia Ruiz, Begonya Garcia-Zapirain
2024	—	`conf`	A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and Explainability. ICPR (27) Ainhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud, Mostafa Abdelrahim, Mohamed Khudri, Begonya Garcia-Zapirain, Ayman El-Baz
2024	J	`jnl`	A New Quantum Circuits of Quantum Convolutional Neural Network for X-Ray Images Classification. IEEE Access Mohammed Yousif, Belal Al-Khateeb, Begonya Garcia-Zapirain
2024	J	`jnl`	A hybrid Hadoop-based sentiment analysis classifier for tweets associated with COVID-19 utilizing two machine learning algorithms: CNN, and fuzzy C4.5. J. Big Data Fatima Es-Sabery, Ibrahim Es-Sabery, Junaid Qadir, Beatriz Sainz-de-Abajo, Begonya Garcia-Zapirain
2024	J	`jnl`	Natural language processing analysis applied to COVID-19 open-text opinions using a distilBERT model for sentiment categorization. AI Soc. Mario Jojoa, Parvin Eftekhar, Behdin Nowrouzi-Kia, Begonya Garcia-Zapirain
2024	J	`jnl`	Quantum Machine Learning Revolution in Healthcare: A Systematic Review of Emerging Perspectives and Applications. IEEE Access Ubaid Ullah, Begonya Garcia-Zapirain
2024	J	`jnl`	Strategic Bandwidth Allocation for QoS in IoT Gateway: Predicting Future Needs Based on IoT Device Habits. IEEE Access Imane Chakour, Cherki Daoui, Mohamed Baslam, Beatriz Sainz de Abajo, Begonya Garcia-Zapirain
2023	J	`jnl`	Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks. Internet Things Mazin Abed Mohammed, Abdullah Lakhan, Karrar Hameed Abdulkareem, Dilovan Asaad Zebari, Jan Nedoma, Radek Martinek, Seifedine Kadry, Begonya Garcia-Zapirain
2023	J	`jnl`	Homomorphic federated learning schemes enabled pedestrian and vehicle detection system. Internet Things Mazin Abed Mohammed, Abdullah Lakhan, Karrar Hameed Abdulkareem, Dilovan Asaad Zebari, Jan Nedoma, Radek Martinek, Seifedine Nimer Kadry, Begonya Garcia-Zapirain
2023	J	`jnl`	Hybrid Classical-Quantum Transfer Learning for Cardiomegaly Detection in Chest X-rays. J. Imaging Pierre Decoodt, Tan Jun Liang, Soham Bopardikar, Hemavathi Santhanam, Alfaxad Eyembe, Begonya Garcia-Zapirain, Daniel Sierra-Sosa
2023	J	`jnl`	Secure blockchain assisted Internet of Medical Things architecture for data fusion enabled cancer workflow. Internet Things Abdullah Lakhan, Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Mohd Khanapi Abd Ghani, Haydar Abdulameer Marhoon, Jan Nedoma, Radek Martinek, Begonya Garcia-Zapirain
2022	J	`jnl`	A Comparative Study between Scanning Devices for 3D Printing of Personalized Ostomy Patches. Sensors Sofia Zahia, Begonya Garcia-Zapirain, Jon Anakabe, Joan Ander, Oscar Jossa Bastidas, Alberto Loizate Totoricagüena
2022	J	`jnl`	A Fully Connected Quantum Convolutional Neural Network for Classifying Ischemic Cardiopathy. IEEE Access Ubaid Ullah, Alain García Olea Jurado, Ignacio Diez Gonzalez, Begonya Garcia-Zapirain
2022	J	`jnl`	Automated Knee MR Images Segmentation of Anterior Cruciate Ligament Tears. Sensors Mazhar Javed Awan, Mohd Shafry Mohd Rahim, Naomie Salim, Amjad Rehman, Begonya Garcia-Zapirain
2022	J	`jnl`	Automatic Text Summarization of Biomedical Text Data: A Systematic Review. Inf. Andrea Chaves, Cyrille Kesiku, Begonya Garcia-Zapirain
2022	—	`conf`	DeepDream Algorithm for Data Augmentation in a Neural Network Ensemble Applied to Multiclass Image Classification. ACIIDS (Companion) Dmitrii Viaktin, Begonya Garcia-Zapirain, Amaia Méndez Zorrilla
2022	J	`jnl`	Early detection and classification of abnormality in prior mammograms using image-to-image translation and YOLO techniques. Comput. Methods Programs Biomed. Asma Baccouche, Begonya Garcia-Zapirain, Yufeng Zheng, Adel Said Elmaghraby
2022	J	`jnl`	Emotion Processing by Applying a Fuzzy-Based Vader Lexicon and a Parallel Deep Belief Network Over Massive Data. IEEE Access Fatima Es-Sabery, Ibrahim Es-Sabery, Abdellatif Hair, Beatriz Sainz de Abajo, Begonya Garcia-Zapirain
2022	J	`jnl`	Fully Homomorphic Enabled Secure Task Offloading and Scheduling System for Transport Applications. IEEE Trans. Veh. Technol. Abdullah Lakhan, Mazin Abed Mohammed, Begonya Garcia-Zapirain, Jan Nedoma, Radek Martinek, Prayag Tiwari, Neeraj Kumar
2022	J	`jnl`	Natural Language Processing Techniques for Text Classification of Biomedical Documents: A Systematic Review. Inf. Cyrille Kesiku, Andrea Chaves-Villota, Begonya Garcia-Zapirain
2022	J	`jnl`	Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review. IEEE Access Danyal Maheshwari, Begonya Garcia-Zapirain, Daniel Sierra-Sosa
2022	J	`jnl`	Variational Quantum Classifier for Binary Classification: Real vs Synthetic Dataset. IEEE Access Danyal Maheshwari, Daniel Sierra-Sosa, Begonya Garcia-Zapirain
2021	J	`jnl`	An Enhanced Convolutional Neural Network for COVID-19 Detection. Intell. Autom. Soft Comput. Sameer I. Ali Al-Janabi, Belal Al-Khateeb, Maha Mahmood, Begonya Garcia-Zapirain
2021	J	`jnl`	Deep Learning Models for Colorectal Polyps. Inf. Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Luis Bujanda
2021	—	`conf`	Deep Learning for Heart Sounds Classification Using Scalograms and Automatic Segmentation of PCG Signals. IWANN (1) John Gelpud, Silvia Castillo, Mario Jojoa, Begonya Garcia-Zapirain, Wilson Achicanoy, David Rodrigo
2021	J	`jnl`	Multi-Agent Systems in Fog-Cloud Computing for Critical Healthcare Task Management Model (CHTM) Used for ECG Monitoring. Sensors Ammar Awad Mutlag, Mohd Khanapi Abd Ghani, Mazin Abed Mohammed, Abdullah Lakhan, Othman Mohd, Karrar Hameed Abdulkareem, Begonya Garcia-Zapirain
2020	J	`jnl`	Breast Cancer Histopathology Image Classification Using an Ensemble of Deep Learning Models. Sensors Zabit Hameed, Sofia Zahia, Begonya Garcia-Zapirain, José Javier Aguirre, Ana María Vanegas
2020	J	`jnl`	Detection of Focal and Non-Focal Electroencephalogram Signals Using Fast Walsh-Hadamard Transform and Artificial Neural Network. Sensors Prasanna J., M. S. P. Subathra, Mazin Abed Mohammed, Mashael S. Maashi, Begonya Garcia-Zapirain, Sairamya Nanjappan Jothiraj, S. Thomas George
2020	J	`jnl`	Dyslexia detection using 3D convolutional neural networks and functional magnetic resonance imaging. Comput. Methods Programs Biomed. Sofia Zahia, Begonya Garcia-Zapirain, Ibone Saralegui, Begoñya Fernández-Ruanova
2020	J	`jnl`	Ensemble Deep Learning Models for Heart Disease Classification: A Case Study from Mexico. Inf. Asma Baccouche, Begonya Garcia-Zapirain, Cristian Castillo-Olea, Adel Elmaghraby
2020	J	`jnl`	Integrating 3D Model Representation for an Accurate Non-Invasive Assessment of Pressure Injuries with Deep Learning. Sensors Sofia Zahia, Begonya Garcia-Zapirain, Adel Elmaghraby
2020	J	`jnl`	Internet of Things and Enhanced Living Environments: Measuring and Mapping Air Quality Using Cyber-physical Systems and Mobile Computing Technologies. Sensors Gonçalo Marques, Nuno Miranda, Akash Kumar Bhoi, Begonya Garcia-Zapirain, Sofiane Hamrioui, Isabel de la Torre Díez
2020	J	`jnl`	Sentiment Classification Using a Single-Layered BiLSTM Model. IEEE Access Zabit Hameed, Begonya Garcia-Zapirain
2020	—	`conf`	Sentiment analysis using an ensemble approach of BiGRU model: A case study of AMIS tweets. ISSPIT Zabit Hameed, Serhii Shapoval, Begonya Garcia-Zapirain, Amaia Méndez Zorilla
2019	—	`conf`	A computationally efficient BiLSTM based approach for the binary sentiment classification. ISSPIT Zabit Hameed, Begonya Garcia-Zapirain, Ibon Oleagordia Ruiz
2019	—	`conf`	Automated classification of ganglions and spiculated masses: A case study, Mexico's National Institute of Cancerology. ISSPIT Sergio Lenis, Cristian Castillo-Olea, Begonya Garcia-Zapirain, Eric Ortiz
2019	—	`conf`	Automatic colon polyp classification using Convolutional Neural Network: A Case Study at Basque Country. ISSPIT Aurélien Bour, Cristian Castillo-Olea, Begonya Garcia-Zapirain, Sofia Zahia
2019	J	`jnl`	Detection of Volatile Compounds Emitted by Bacteria in Wounds Using Gas Sensors. Sensors Carlos Salinas Alvarez, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Deborah Yoder-Himes, Adel Elmaghraby
2019	—	`conf`	Developing a smart 3D printed canine orthosis. ISSPIT Jaione Antonana, Begonya Garcia-Zapirain, Ana Megía-Macías
2019	J	`jnl`	Scalable Healthcare Assessment for Diabetic Patients Using Deep Learning on Multiple GPUs. IEEE Trans. Ind. Informatics Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Cristian Castillo, Ibon Ruiz Oleagordia, Roberto Nuño-Solinis, Maider Urtaran-Laresgoiti, Adel Elmaghraby
2019	J	`jnl`	Segmentation of skin lesions in dermoscopy images using fuzzy classification of pixels and histogram thresholding. Comput. Methods Programs Biomed. José Luis García Arroyo, Begonya Garcia-Zapirain
2018	—	`conf`	Annotation Technique for Health-Related Tweets Sentiment Analysis. ISSPIT Asma Baccouche, Begonya Garcia-Zapirain, Adel Elmaghraby
2018	—	`conf`	Colon Polyp Segmentation Using Texture Analysis. ISSPIT Alain Sánchez-González, Begonya Garcia-Zapirain, Daniel Sierra-Sosa, Adel Elmaghraby
2018	—	`conf`	Identifying Personalized Autism Related Impairments Using Resting Functional MRI and ADOS Reports. MICCAI (3) 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
2018	J	`jnl`	Recognition of pigment network pattern in dermoscopy images based on fuzzy classification of pixels. Comput. Methods Programs Biomed. José Luis García Arroyo, Begonya Garcia-Zapirain
2018	J	`jnl`	Tissue classification and segmentation of pressure injuries using convolutional neural networks. Comput. Methods Programs Biomed. Sofia Zahia, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
2017	J	`jnl`	A Systematic Review of Security Mechanisms for Big Data in Health and New Alternatives for Hospitals. Wirel. Commun. Mob. Comput. Sofiane Hamrioui, Isabel de la Torre Díez, Begonya Garcia-Zapirain, Kashif Saleem, Joel J. P. C. Rodrigues
2017	J	`jnl`	Automated framework for accurate segmentation of pressure ulcer images. Comput. Biol. Medicine Begonya Garcia-Zapirain, Ahmed Shalaby, Ayman El-Baz, Adel Elmaghraby
2017	—	`conf`	Automatic colon polyp detection using Convolutional encoder-decoder model. ISSPIT Ornela Bardhi, Daniel Sierra-Sosa, Begonya Garcia-Zapirain, Adel Elmaghraby
2017	J	`jnl`	Automatic migraine classification via feature selection committee and machine learning techniques over imaging and questionnaire data. BMC Medical Informatics Decis. Mak. Yolanda Garcia-Chimeno, Begonya Garcia-Zapirain, Marian Gomez-Beldarrain, Begonya Fernandez-Ruanova, Juan Carlos Garcia-Monco
2017	—	`conf`	Multimodal biometrie systems: A systematic review. ISSPIT Roger Ouch, Begonya Garcia-Zapirain, Roman Yampolskiy
2017	J	`jnl`	Primary Prevention of Asymptomatic Cardiovascular Disease Using Physiological Sensors Connected to an iOS App. J. Medical Syst. Leire Moreno-Alsasua, Begonya Garcia-Zapirain, J. David Rodrigo-Carbonero, Ibon Ruiz Oleagordia, Sofiane Hamrioui, Isabel de la Torre Díez
2017	J	`jnl`	Review of the Use of AI Techniques in Serious Games: Decision Making and Machine Learning. IEEE Trans. Comput. Intell. AI Games Maite Frutos-Pascual, Begonya Garcia-Zapirain
2017	J	`jnl`	Segmentation of skin lesions based on fuzzy classification of pixels and histogram thresholding. CoRR José Luis García Arroyo, Begonya Garcia-Zapirain
2017	—	`conf`	ViveWeb: Social network for interaction of experienced among elderly persons. ISSPIT Jelko Aguirre Molinero, Ibon Ruiz Oleagordia, Begonya Garcia-Zapirain
2015	—	`conf`	Vowel Enhancement in Early Stage Spanish Esophageal Speech Using Natural Glottal Flow Pulse and Vocal Tract Frequency Warping. SLPAT@Interspeech Rizwan Ishaq, Dhananjaya N. Gowda, Paavo Alku, Begonya Garcia-Zapirain
2014	J	`jnl`	Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications. Sensors Alvaro Muro-de-la-Herran, Begonya Garcia-Zapirain, Amaia Méndez-Zorrilla