Resultats - Robòtica i Visió Intel.ligents
Robòtica i Visió Intel.ligents
| Tesis Doctorals Dirigides / Theses |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Classifying Breast Lesions Using Ultrasound Images and Effective Pooling Techniques |
| Autor: Abdelhameed Hassanien Ahmed, Mohamed |
| Director: Abdelnasser Mohamed Mahmoud, Mohamed; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Interpretable Deep Learning Frameworks for Multi-Source Image Analysis of Diabetic Retinal Pathologies |
| Autor: Al-Khalidy, Saif Khalid Musluh |
| Director: Abdellatif Fatahallah Ibrahim Mahmoud, Hatem; Abdelnasser Mohamed Mahmoud, Mohamed; Garcia Garcia, Miguel Angel; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Development of dimensionality reduction techniques for deep learning-based pattern recognition systems. |
| Autor: Alvarado Pérez, Juan Carlos |
| Director: Duch Gavaldà, Jordi; Garcia Garcia, Miguel Angel; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: AI-Powered Radiomics for Breast Cancer Prognosis and Aggressiveness Assessment via Ultrasound Imaging |
| Autor: Issam Ismail Zaidkilani, Nadeem |
| Director: Garcia Garcia, Miguel Angel; Abdelnasser Mohamed Mahmoud, Mohamed; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2025 |
| País: N/D |
| Títol: Deep Learning Approaches for Breast Cancer Analysis in Tomosynthesis Images |
| Autor: Abdelrahim Osman Hassan, Loay |
| Director: Abdelnasser Mohamed Mahmoud, Mohamed; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2024 |
| País: N/D |
| Títol: Enhancing Distance Prediction through Monocular Depth Estimation based on Graph Convolutional Networks |
| Autor: Masoumian, Armin |
| Director: Cristiano Rodríguez, Julián Efrén; Abdellatif Fatahallah Ibrahim Mahmoud, Hatem; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2024 |
| País: N/D |
| Títol: Human Robot Interactions using Efficient Semantic Mapping |
| Autor: Singh, Aditya |
| Director: Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2024 |
| País: N/D |
| Títol: Supervised Monocular Depth Estimation Based on Machine and Deep Learning Models |
| Autor: Abdulwahab, Saddam Abdulrhman Hamed |
| Director: Abdellatif Fatahallah Ibrahim Mahmoud, Hatem; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Development of explainable methods for fuzzy decision support systems |
| Autor: Al-Ziyadi, Najlaa Maaroof Wahib |
| Director: Puig Valls, Domènec Savi; Moreno Ribas, Antonio |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Contributions to Explainability and Attack Detection in Deep Learning |
| Autor: Haffar, Rami |
| Director: Abdellatif Fatahallah Ibrahim Mahmoud, Hatem; Sánchez Ruenes, David; Puig Valls, Domènec Savi; Domingo Ferrer, Josep |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Self-supervised Advanced Deep Learning for Characterization of Brain Tumor Aggressiveness and Prognosis Analysis Through Multimodality MRI Imaging |
| Autor: Mazher, Moona |
| Director: Abdelnasser Mohamed Mahmoud, Mohamed; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Improving the Quality of Life for Intellectually Disabled Elderly People using Artificial Intelligence Techniques |
| Autor: Yadav, Gaurav Kumar |
| Director: Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2023 |
| País: N/D |
| Títol: Deep Learning-based Methods for Extracting Fundus Image Landmarks and Signs of Eye Diseases |
| Autor: Ali, Mohammed Yousef Salem |
| Director: Abdelnasser Mohamed Mahmoud, Mohamed; Baget Bernaldiz, Marc; Valls Mateu, Aïda |
| Universitat: N/D |
| Any: 2022 |
| País: N/D |
| Títol: Analyzing the breast tissue in mammograms using deep learning |
| Autor: Saffari Tabalvandani, Nasibeh |
| Director: Puig Valls, Domènec Savi; Herrera Gómez, Blas |
| Universitat: N/D |
| Any: 2022 |
| País: N/D |
| Títol: Effective Approaches for Improving the Efficiency of Deep Convolutional Neural Networks for Image Classification |
| Autor: Schwarz Schuler, Joao Paulo |
| Director: Puig Valls, Domènec Savi; Abdelnasser Mohamed Mahmoud, Mohamed; Romaní Also, Santiago |
| Universitat: N/D |
| Any: 2022 |
| País: N/D |
| Títol: Image Segmentation Methods for Automatic Detection of the Anatomical Structure of the Eye in People with Diabetic Retinopathy |
| Autor: Escorcia Gutierrez, José Rafael |
| Director: Romero Aroca, Pedro; Valls Mateu, Aïda; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Títol: Image segmentation methods for automatic detection of the anatomical structure of the eye in people with diabetic retinopathy |
| Autor: Jose Escorcia Gutierrez |
| Director: Aïda Valls Mateu; Pere Romero Aroca; Domènec Puig Valls |
| Universitat: N/D |
| Any: 2021 |
| País: N/D |
| Publicacions en Revista / Papers |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: DAR-MDE: Depth-Attention Refinement for Multi-Scale Monocular Depth Estimation |
| Autors: Abdulwahab, S; Rashwan, HA; El-Melegy, MT; Puig, D |
| Any: 2025 Clau: Article |
| Revista: Journal of Sensor and Actuator Networks |
| País: N/D |
| Títol: Dynamic Selection and Detection of Spreading Factors and Channels for End-Node Devices of LoRa Networks |
| Autors: Aliagas, C; Centelles, RP; Meseguer, R; Millán, P; Molina, C |
| Any: 2025 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Online dimensionality reduction through stacked generalization of spectral methods with deep networks |
| Autors: Alvarado-Pérez, JC; Garcia, MA; Puig, D |
| Any: 2025 Clau: Article |
| Revista: MACHINE LEARNING |
| País: N/D |
| Títol: Adaptive weighted multi-teacher distillation for efficient medical imaging segmentation with limited data |
| Autors: Ben Loussaief, E; Rashwan, HA; Ayad, M; Khalid, A; Puig, D |
| Any: 2025 Clau: Article |
| Revista: KNOWLEDGE-BASED SYSTEMS |
| País: N/D |
| Títol: Optimizing and predicting electrocoagulation performance for simultaneous removal of fluoride, silica, and hardness from real brackish groundwater: Integrating response surface methodology with interpretable machine learning |
| Autors: El Mahjoub, AA; Najid, N; Falil, FZ; Rashwan, HA; Stiriba, Y; Audonnet, F; Vial, C; Necibi, MC; Gourich, B |
| Any: 2025 Clau: Article |
| Revista: Journal of Environmental Chemical Engineering |
| País: N/D |
| Títol: Metabolic Signature of Insulin Resistance and Risk of Alzheimer's Disease |
| Autors: Gutierrez-Tordera, L; Panisello, L; García-Gonzalez, P; Ruiz, A; Cantero, JL; Rojas-Criollo, M; Mursil, M; Atienza, M; Novau-Ferré, N; Mateu-Fabregat, J; Mostafa, H; Puig, D; Folch, J; Rashwan, H; Marquié, M; Boada, M; Papandreou, C; Bulló, M |
| Any: 2025 Clau: Article |
| Revista: JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES |
| País: N/D |
| Títol: CoHAtNet: An integrated convolutional-transformer architecture with hybrid self-attention for end-to-end camera localization |
| Autors: Hasan, H; Garcia, MA; Rashwan, H; Puig, D |
| Any: 2025 Clau: Article |
| Revista: IMAGE AND VISION COMPUTING |
| País: N/D |
| Títol: Advancing breast cancer relapse prediction with radiomics and neural networks: a clinically interpretable framework |
| Autors: Khalid, A; Mursil, M; Pablo, CL; Bosch, R; Puig, D; Rashwan, HA |
| Any: 2025 Clau: Article |
| Revista: Frontiers in Oncology |
| País: N/D |
| Títol: Interpretable deep neural networks for advancing early neonatal birth weight prediction using multimodal maternal factors |
| Autors: Mursil, M; Rashwan, HA; Khalid, A; Cavallé-Busquets, P; Santos-Calderon, L; Murphy, MM; Puig, D |
| Any: 2025 Clau: Article |
| Revista: JOURNAL OF BIOMEDICAL INFORMATICS |
| País: N/D |
| Títol: Annotation-Efficient and Domain-General Segmentation from Weak Labels: A Bounding Box-Guided Approach |
| Autors: Okran, AM; Rashwan, HA; Chambon, S; Puig, D |
| Any: 2025 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Efficient crack segmentation with multi-decoder networks and enhanced feature fusion |
| Autors: Okran, AM; Rashwan, HA; Saleh, A; Puig, D |
| Any: 2025 Clau: Article |
| Revista: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE |
| País: N/D |
| Títol: Acromegaly facial changes analysis using last generation artificial intelligence methodology: the AcroFace system |
| Autors: Rashwan, HA; Marqués-Pamies, M; Ruiz, S; Gil, J; Asensio-Wandosell, D; Martinez-Momblán, MA; Vázquez, F; Salinas, I; Ciriza, R; Jordà, M; Chanson, P; Valassi, E; Abdelnasser, M; Puig, D; Puig-Domingo, M |
| Any: 2025 Clau: Article |
| Revista: Pituitary |
| País: N/D |
| Títol: Scoping review: (Bio)markers for the prognostication of breast cancer recurrence |
| Autors: Sallauka, R; Horvat, M; Ravnik, M; Rashwan, H; Arioz, U; Mlakar, I |
| Any: 2025 Clau: Article |
| Revista: BMC CANCER |
| País: N/D |
| Títol: CoAtUNet: A symmetric encoder-decoder with hybrid transformers for semantic segmentation of breast ultrasound images |
| Autors: Zaidkilani, N; Garcia, MA; Puig, D |
| Any: 2025 Clau: Article |
| Revista: NEUROCOMPUTING |
| País: N/D |
| Títol: A two-stage progressive deep segmentation network for tumor detection in breast ultrasound images |
| Autors: Zaidkilani; N; Abdel-Nasser; M; García; MA; Puig; D |
| Any: 2025 Clau: Article |
| Revista: MULTIMEDIA TOOLS AND APPLICATIONS |
| País: N/D |
| Títol: DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge |
| Autors: de la Rosa, E; Reyes, M; Liew, SL... |
| Any: 2025 Clau: Article |
| Revista: Nature Communications |
| País: N/D |
| Títol: Mathematical Analysis of the Electromotive Induced Force in a Magnetically Damped Suspension |
| Autors: Aberturas, Susana; Aguilera, Juan Diego; Olazagoitia, Jose Luis; Garcia, Miguel Angel; Hernando, Antonio |
| Any: 2024 Clau: Review |
| Revista: Mathematics |
| País: N/D |
| Títol: No-reference image quality assessment based on visual explanation images and deep transfer learning |
| Autors: Ahmed B; Omer OA; Singh VK; Rashed A; Abdel-Nasser M |
| Any: 2024 Clau: Article |
| Revista: Indonesian Journal of Electrical Engineering and Computer Science |
| País: N/D |
| Títol: Dimension Reduction of Multidimensional Structured and Unstructured Datasets through Ensemble Learning of Neural Embeddings |
| Autors: Alvarado-Pérez, JC; Garcia, MA; Puig, D |
| Any: 2024 Clau: Article |
| Revista: ADVANCED INTELLIGENT SYSTEMS |
| País: N/D |
| Títol: Electromagnetic estimation of mechanical stress in steel elements by using magnetic induction |
| Autors: Garcia, M A; Vinolas, J; Alonso, M S Garcia; Hernando, A |
| Any: 2024 Clau: Article |
| Revista: JOURNAL OF APPLIED PHYSICS |
| País: N/D |
| Títol: Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors |
| Autors: Hassan, L; Abdel-Nasser, M; Saleh, A; Puig, D |
| Any: 2024 Clau: Article |
| Revista: MACHINE LEARNING AND KNOWLEDGE EXTRACTION |
| País: N/D |
| Títol: Breast Tumor Classification Using Dynamic Ultrasound Sequence Pooling and Deep Transformer Features |
| Autors: Hassanien MA; Singh VK; Abdel-Nasser M; Puig D |
| Any: 2024 Clau: Article |
| Revista: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS |
| País: N/D |
| Títol: Breast Tumor Classification Using Dynamic Ultrasound Sequence Pooling and Deep Transformer Features |
| Autors: Hassanien, MA; Singh, VK; Abdel-Nasser, M; Puig, D |
| Any: 2024 Clau: Article |
| Revista: INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS |
| País: N/D |
| Títol: VISTA: vision improvement via split and reconstruct deep neural network for fundus image quality assessment |
| Autors: Khalid S; Abdulwahab S; Stanchi OA; Quiroga FM; Ronchetti F; Puig D; Rashwan HA |
| Any: 2024 Clau: Article |
| Revista: NEURAL COMPUTING & APPLICATIONS |
| País: N/D |
| Títol: FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning |
| Autors: Khalid, S; Rashwan, HA; Abdulwahab, S; Abdel-Nasser, M; Quiroga, FM; Puig, D |
| Any: 2024 Clau: Article |
| Revista: EXPERT SYSTEMS WITH APPLICATIONS |
| País: N/D |
| Títol: Classifying Melanoma in ISIC Dermoscopic Images Using Efficient Convolutional Neural Networks and Deep Transfer Learning |
| Autors: Mahmoud, Habeba; Omer, Osama A; Ragab, Shimaa; Esmaiel, Hamada; Abdel-Nasser, Mohamed |
| Any: 2024 Clau: Article |
| Revista: TRAIT SIGNAL |
| País: N/D |
| Títol: Deep learning-based survival prediction of brain tumor patients using attention-guided 3D convolutional neural network with radiomics approach from multimodality magnetic resonance imaging |
| Autors: Mazher, M; Qayyum, A; Puig, D; Abdel-Nasser, M |
| Any: 2024 Clau: Article |
| Revista: INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY |
| País: N/D |
| Títol: Maternal Nutritional Factors Enhance Birthweight Prediction: A Super Learner Ensemble Approach |
| Autors: Mursil, M; Rashwan, HA; Cavallé-Busquets, P; Santos-Calderón, LA; Murphy, MM; Puig, D |
| Any: 2024 Clau: Article |
| Revista: Information (Switzerland) |
| País: N/D |
| Títol: Experimental and theoretical investigation of the treatment of Cu-rich Acid Mine Drainage using iron oxide magnetic nanoparticles |
| Autors: Naveas, Nelson; Pulido, Ruth; Graber, Teofilo; Martin-Palma, Raul; Agullo-Rueda, Fernando; Brito, Ivan; Garcia, Miguel Angel; Sevilla, Maria Teresa; Hernandez-Montelongo, Jacobo; Munoz-Noval, Alvaro; Marini, Carlo; Soriano, Leonardo; Sanchez-Marcos, Jorge; Manso-Silvan, Miguel |
| Any: 2024 Clau: Article |
| Revista: Journal of Environmental Chemical Engineering |
| País: N/D |
| Títol: Blood Pressure Estimation from Photoplythmography Using Hybrid Scattering¿LSTM Networks |
| Autors: Omer OA; Salah M; Hassan AM; Abdel-Nasser M; Sugita N; Saijo Y |
| Any: 2024 Clau: Article |
| Revista: BioMedInformatics |
| País: N/D |
| Títol: 3D-IncNet: Head and Neck (H&N) Primary Tumors Segmentation and Survival Prediction |
| Autors: Qayyum, A; Benzinou, A; Razzak, I; Mazher, M; Nguyen, TT; Puig, D; Vafaee, F |
| Any: 2024 Clau: Article |
| Revista: IEEE Journal of Biomedical and Health Informatics |
| País: N/D |
| Títol: Speckle Noise Suppression in Digital Images Utilizing Deep Refinement Network |
| Autors: Saleh EA; Soliman MI; Abdel-Nasser M |
| Any: 2024 Clau: Article |
| Revista: Mendel |
| País: N/D |
| Títol: A Data-Driven Model to Predict Quality of Life Dimensions of People with Intellectual Disability Based on the GENCAT Scale |
| Autors: Yadav, GK; Rashwan, HA; Vidales, BM; Abdel-Nasser, M; Oliver, J; Nandi, GC; Puig, D |
| Any: 2024 Clau: Article |
| Revista: SOCIAL INDICATORS RESEARCH |
| País: N/D |
| Títol: Dual-Stream CoAtNet models for accurate breast ultrasound image segmentation |
| Autors: Zaidkilani N; Garcia MA; Puig D |
| Any: 2024 Clau: Article |
| Revista: NEURAL COMPUTING & APPLICATIONS |
| País: N/D |
| Títol: Oil price affects Egyptian waterflood options |
| Autors: Abd El -Nasser, Mohamed; Bayoumi, Abdelwahab; Gomaa, Sayed |
| Any: 2023 Clau: Article |
| Revista: OIL & GAS JOURNAL |
| País: N/D |
| Títol: Deep Monocular Depth Estimation Based on Content and Contextual Features |
| Autors: Abdulwahab, S; Rashwan, HA; Sharaf, N; Khalid, S; Puig, D |
| Any: 2023 Clau: Article |
| Revista: SENSORS |
| País: N/D |
| Títol: Enhanced Energy Recovery in Magnetic Energy-Harvesting Shock Absorbers Using Soft Magnetic Materials |
| Autors: Aberturas, Susana; Olazagoitia, Jose Luis; Garcia, Miguel Angel; Hernando, Antonio |
| Any: 2023 Clau: Article |
| Revista: MAGNETOCHEMISTRY |
| País: N/D |
| Títol: Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators |
| Autors: Ali, MYS; Jabreel, M; Valls, A; Baget, M; Abdel-Nasser, M |
| Any: 2023 Clau: Article |
| Revista: International Journal on Artificial Intelligence Tools |
| País: N/D |
| Títol: LezioSeg: Multi-Scale Attention Affine-Based CNN for Segmenting Diabetic Retinopathy Lesions in Images |
| Autors: Ali, MYS; Jabreel, M; Valls, A; Baget, M; Abdel-Nasser, M |
| Any: 2023 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: T-YOLO: Tiny vehicle detection based on YOLO and multi-scale convolutional neural networks |
| Autors: Carrasco, DP; Rashwan, HA; García, MA; Puig, D |
| Any: 2023 Clau: Article |
| Revista: IEEE Access |
| País: N/D |
| Títol: Relevance of HLA-DP/DQ and INF-¿4 Polymorphisms to COVID-19 Outcomes |
| Autors: Ghazy, Amany A A; Alrasheedi, Abdullah N N; Elashri, Mohammed; Moussa, Hany Hussein; Rashwan, Eman K K; Amer, Ibrahim; El Sharawy, Shimaa; Elgamal, Shimaa; Tawfik, Salwa; Abdelnasser, Mohamed; Elsheredy, Amel |
| Any: 2023 Clau: Article |
| Revista: BRITISH JOURNAL OF BIOMEDICAL SCIENCE |
| País: N/D |
| Títol: Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach |
| Autors: Hassan, L; Saleh, A; Singh, VK; Puig, D; Abdel-Nasser, M |
| Any: 2023 Clau: Article |
| Revista: Computers |
| País: N/D |
| Títol: X-Ray Nanothermometry of Nanoparticles in Tumor-Mimicking Tissues under Photothermia |
| Autors: Lopez-Mendez, Rosalia; Reguera, Javier; Fromain, Alexandre; Abu Serea, Esraa Samy; Cespedes, Eva; Teran, Francisco Jose; Zheng, Fangyuan; Parente, Ana; Garcia, Miguel Angel; Fonda, Emiliano; Camarero, Julio; Wilhelm, Claire; Munoz-Noval, Alvaro; Espinosa, Ana |
| Any: 2023 Clau: Article |
| Revista: Advanced Healthcare Materials |
| País: N/D |
| Títol: Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&ms Challenge |
| Autors: Martín-Isla, C; Campello, VM; Izquierdo, C; Kushibar, K; Sendra-Balcells, C; Gkontra, P; Sojoudi, A; Fulton, MJ; Arega, TW; Punithakumar, K; Li, L; Sun, XW; Al Khalil, Y; Liu, D; Jabbar, S; Queirós, S; Galati, F; Mazher, M; Gao, ZY; Beetz, M; Tautz, L; Galazis, C; Varela, M; Hüllebrand, M; Grau, V; Zhuang, XH; Puig, D; Zuluaga, MA; Mohy-ud-Din, H; Metaxas, D; Breeuwer, M; van der Geest, RJ; Noga, M; Bricq, S; Rentschler, ME; Guala, A; Petersen, SE; Escalera, S; Palomares, JFR; Lekadir, K |
| Any: 2023 Clau: Article |
| Revista: IEEE Journal of Biomedical and Health Informatics |
| País: N/D |
| Títol: GCNDepth: Self-supervised monocular depth estimation based on graph convolutional network |
| Autors: Masoumian, A; Rashwan, HA; Abdulwahab, S; Cristiano, J; Asif, MS; Puig, D |
| Any: 2023 Clau: Article |
| Revista: NEUROCOMPUTING |
| País: N/D |
| Títol: Load Balancing Multi-Player MAB Approaches for RIS-Aided mmWave User Association |
| Autors: Mohamed, EM; Hashima, S; Hatano, K; Takimoto, E; Abdel-Nasser, M |
| Any: 2023 Clau: Article |
| Revista: IEEE Access |
| País: N/D |
| Títol: Distribution of Multi MmWave UAV Mounted RIS Using Budget Constraint Multi-Player MAB |
| Autors: Mohamed, Ehab Mahmoud; Alnakhli, Mohammad; Hashima, Sherief; Abdel-Nasser, Mohamed |
| Any: 2023 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Fetal brain tissue annotation and segmentation challenge results |
| Autors: Payette, K; Li, HB; de Dumest, P... |
| Any: 2023 Clau: Article |
| Revista: MEDICAL IMAGE ANALYSIS |
| País: N/D |
| Títol: Invariance measures for neural networks[Formula presented] |
| Autors: Quiroga FM; Torrents-Barrena J; Lanzarini LC; Puig-Valls D |
| Any: 2023 Clau: Article |
| Revista: APPLIED SOFT COMPUTING |
| País: N/D |
| Títol: Implicit regularization of a deep augmented neural network model for human motion prediction |
| Autors: Yadav, GK; Abdel-Nasser, M; Rashwan, HA; Puig, D; Nandi, GC |
| Any: 2023 Clau: Article |
| Revista: APPLIED INTELLIGENCE |
| País: N/D |
| Títol: Effective ML-based quality of life prediction approach for dependent people in guardianship entities |
| Autors: Yadav, GK; Vidales, BM; Rashwan, HA; Oliver, J; Puig, D; Nandi, GC; Abdel-Nasser, M |
| Any: 2023 Clau: Article |
| Revista: Alexandria Engineering Journal |
| País: N/D |
| Títol: Efficient Staining-Invariant Nuclei Segmentation Approach Using Self-Supervised Deep Contrastive Network |
| Autors: Abdel-Nasser, M; Singh, VK; Mohamed, EM |
| Any: 2022 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting |
| Autors: Abdulwahab, S; Rashwan, HA; Garcia, MA; Masoumian, A; Puig, D |
| Any: 2022 Clau: Review |
| Revista: NEURAL COMPUTING & APPLICATIONS |
| País: N/D |
| Títol: Study of an Energy-Harvesting Damper Based on Magnetic Interaction |
| Autors: Aberturas, Susana; Hernando, Antonio; Luis Olazagoitia, Jose; Angel Garcia, Miguel |
| Any: 2022 Clau: Article |
| Revista: SENSORS |
| País: N/D |
| Títol: A Low-Cost and Do-It-Yourself Device for Pumping Monitoring in Deep Aquifers |
| Autors: Aliagas, C; Pérez-Foguet, A; Meseguer, R; Millán, P; Molina, C |
| Any: 2022 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: A feature selection strategy to optimize retinal vasculature segmentation |
| Autors: Escorcia-Gutierrez, J; Torrents-Barrena, J; Gamarra, M; Madera, N; Romero-Aroca, P; Valls, A; Puig, D |
| Any: 2022 Clau: Article |
| Revista: CMC-Computers Materials & Continua |
| País: N/D |
| Títol: Assessment of flow characteristics through a grassed canal |
| Autors: Gad, Manal; Sobeih, Mohamed F; Rashwan, I M H; Helal, Esam |
| Any: 2022 Clau: Article |
| Revista: Innovative Infrastructure Solutions |
| País: N/D |
| Títol: Predicting Breast Tumor Malignancy Using Deep ConvNeXt Radiomics and Quality-Based Score Pooling in Ultrasound Sequences |
| Autors: Hassanien, MA; Singh, VK; Puig, D; Abdel-Nasser, M |
| Any: 2022 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Detecting Magnetic Permeability and Electrical Conductivity Fluctuations in Metallic Ferromagnetic Sheets through the Shielding Effect |
| Autors: Hernando, Antonio; Giacomone, Fernando; Vinolas, Jordi; Angel Garcia, Miguel; Galvez, Fernando; Castellanos, Alberto; de Hoyos, Alfonso; Cerracin, Andres |
| Any: 2022 Clau: Article |
| Revista: PHYSICA STATUS SOLIDI B-BASIC SOLID STATE PHYSICS |
| País: N/D |
| Títol: DTS-Net: Depth-to-Space Networks for Fast and Accurate Semantic Object Segmentation |
| Autors: Ibrahem, Hatem; Salem, Ahmed; Kang, Hyun-Soo |
| Any: 2022 Clau: Article |
| Revista: SENSORS |
| País: N/D |
| Títol: Monocular Depth Estimation Using Deep Learning: A Review |
| Autors: Masoumian, A; Rashwan, HA; Cristiano, J; Asif, MS; Puig, D |
| Any: 2022 Clau: Review |
| Revista: SENSORS |
| País: N/D |
| Títol: Effective Approaches to Fetal Brain Segmentation in MRI and Gestational Age Estimation by Utilizing a Multiview Deep Inception Residual Network and Radiomics |
| Autors: Mazher, M; Qayyum, A; Puig, D; Abdel-Nasser, M |
| Any: 2022 Clau: Article |
| Revista: Entropy |
| País: N/D |
| Títol: Fibromyalgia syndrome in medical students |
| Autors: Moghazy, Abdelkawy A; Ibrahim, Amira M; Ahmed, Hebatullah A; Abdelnasser, Mohamed |
| Any: 2022 Clau: Article |
| Revista: Egyptian Rheumatologist |
| País: N/D |
| Títol: Tunable filter based on one-dimensional photonic crystal including nanocomposite material |
| Autors: Rashwan, Hatem H; Mostafa, Samia I; El-Khawas, Enas H; El-Naggar, Sahar A |
| Any: 2022 Clau: Article |
| Revista: EUROPEAN PHYSICAL JOURNAL D |
| País: N/D |
| Títol: Concomitant Thermochromic and Phase-Change Effect in a Switchable Spin Crossover Material for Efficient Passive Control of Day and Night Temperature Fluctuations |
| Autors: Resines-Urien, Esther; Garcia Garcia-Tunon, Miguel Angel; Garcia-Hernandez, Mar; Rodriguez-Velamazan, Jose Alberto; Espinosa, Ana; Sanchez Costa, Jose |
| Any: 2022 Clau: Article |
| Revista: Advanced Science |
| País: N/D |
| Títol: Global economic burden of unmet surgical need for appendicitis |
| Autors: Reuter, Anna; Rogge, Lisa; Monahan, Mark; Kachapila, Mwayi; Morton, Dion G; Davies, Justine; Vollmer, Sebastian |
| Any: 2022 Clau: Article |
| Revista: BRITISH JOURNAL OF SURGERY |
| País: N/D |
| Títol: Grouped Pointwise Convolutions Reduce Parameters in Convolutional Neural Networks |
| Autors: Schuler JPS; Puig D; Romani S; Abdel-Nasser M; Rashwan H |
| Any: 2022 Clau: Article |
| Revista: Mendel |
| País: N/D |
| Títol: Color-Aware Two-Branch DCNN for Efficient Plant Disease Classificat |
| Autors: Schuler JPS; Romani S; Abdel-Nasser M; Rashwan H; Puig D |
| Any: 2022 Clau: Article |
| Revista: Mendel |
| País: N/D |
| Títol: An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints |
| Autors: Schuler, JPS; Romani Also, S; Puig, D; Rashwan, H; Abdel-Nasser, M |
| Any: 2022 Clau: Article |
| Revista: Entropy |
| País: N/D |
| Títol: Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots |
| Autors: Singh, A; Narula, R; Rashwan, HA; Abdel-Nasser, M; Puig, D; Nandi, GC |
| Any: 2022 Clau: Article |
| Revista: NEURAL COMPUTING & APPLICATIONS |
| País: N/D |
| Títol: Reliable Scene Recognition Approach for Mobile Robots with Limited Resources Based on Deep Learning and Neuro-Fuzzy Inference |
| Autors: Singh, A; Pandey, P; Puig, D; Nandi, GC; Abdel-Nasser, M |
| Any: 2022 Clau: Article |
| Revista: TRAIT SIGNAL |
| País: N/D |
| Títol: Cell image augmentation for classification task using GANs on Pap smear dataset |
| Autors: Zak, Jakub; Grzeszczyk, Michal K; Pater, Antonina; Roszkowiak, Lukasz; Siemion, Krzysztof; Korzynska, Anna |
| Any: 2022 Clau: Article |
| Revista: Biocybernetics and Biomedical Engineering |
| País: N/D |
| Títol: Western Egyptian desert reservoir shows high degree of heterogeneity |
| Autors: Abd El-Nasser, Mohamed; Bayoumi, Abdelwahab; Gomaa, Sayed |
| Any: 2021 Clau: Article |
| Revista: OIL & GAS JOURNAL |
| País: N/D |
| Títol: New continuum surgical robot based on hybrid concentric tube-tendon driven mechanism |
| Autors: Abdel-Nasser M; Salah O |
| Any: 2021 Clau: Article |
| Revista: PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE |
| País: N/D |
| Títol: Reliable Solar Irradiance Forecasting Approach Based on Choquet Integral and Deep LSTMs |
| Autors: Abdel-Nasser, M; Mahmoud, K; Lehtonen, M |
| Any: 2021 Clau: Article |
| Revista: IEEE Transactions on Industrial Informatics |
| País: N/D |
| Títol: HIFA: Promising Heterogeneous Solar Irradiance Forecasting Approach Based on Kernel Mapping |
| Autors: Abdel-Nasser, Mohamed; Mahmoud, Karar; Lehtonen, Matti |
| Any: 2021 Clau: Article |
| Revista: IEEE Access |
| País: N/D |
| Títol: Aerogelation of Polymer-Coated Photoluminescent, Plasmonic, and Magnetic Nanoparticles for Biosensing Applications |
| Autors: Altenschmidt, Laura; Sanchez-Paradinas, Sara; Lubkemann, Franziska; Zambo, Daniel; Abdelmonem, Abuelmagd M; Bradtmuller, Henrik; Masood, Atif; Morales, Irene; de la Presa, Patricia; Knebel, Alexander; Garcia-Tunon, Miguel Angel Garcia; Pelaz, Beatriz; Hindricks, Karen D J; Behrens, Peter; Parak, Wolfgang J; Bigall, Nadja C |
| Any: 2021 Clau: Article |
| Revista: ACS APPLIED NANO MATERIALS |
| País: N/D |
| Títol: Testing a Deep Learning Algorithm for Detection of Diabetic Retinopathy in a Spanish Diabetic Population and with MESSIDOR Database |
| Autors: Baget-Bernaldiz, M; Pedro, RA; Santos-Blanco, E; Navarro-Gil, R; Valls, A; Moreno, A; Rashwan, HA; Puig, D |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Aweu-net: An attention-aware weight excitation u-net for lung nodule segmentation |
| Autors: Banu, SF; Sarker, MMK; Abdel-Nasser, M; Puig, D; Raswan, HA |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences-Basel |
| País: N/D |
| Títol: A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images |
| Autors: Escorcia-Gutierrez, J; Torrents-Barrena, J; Gamarra, M; Romero-Aroca, P; Valls, A; Puig, D |
| Any: 2021 Clau: Article |
| Revista: EXPERT SYSTEMS WITH APPLICATIONS |
| País: N/D |
| Títol: Photoactivated Nanoscale Temperature Gradient Detection Using X-ray Absorption Spectroscopy as a Direct Nanothermometry Method |
| Autors: Espinosa, Ana; Castro, German R; Reguera, Javier; Castellano, Carlo; Castillo, Javier; Camarero, Julio; Wilhelm, Claire; Angel Garcia, Miguel; Munoz-Noval, Alvaro |
| Any: 2021 Clau: Article |
| Revista: NANO LETTERS |
| País: N/D |
| Títol: Magnetic detection of high mechanical stress in iron-based materials using eddy currents and phase shift measurements |
| Autors: Garcia Alonso, M S; Hernando, A; Vinolas, J; Garcia, M A |
| Any: 2021 Clau: Article |
| Revista: JOURNAL OF APPLIED PHYSICS |
| País: N/D |
| Títol: How to Think and Do Research Work When the State Retreats |
| Autors: Garcia, Miguel A |
| Any: 2021 Clau: Article |
| Revista: Oido Pensante |
| País: N/D |
| Títol: Efficient Stain-Aware Nuclei Segmentation Deep Learning Framework for Multi-Center Histopathological Images |
| Autors: Hassan, L; Abdel-Nasser, M; Saleh, A; Omer, OA; Puig, D |
| Any: 2021 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: Efficient Multi-Organ Multi-Center Cell Nuclei Segmentation Method Based on Deep Learnable Aggregation Network |
| Autors: Hassan, L; Saleh, A; Abdel-Nasser, M; Omer, OA; Puig, D |
| Any: 2021 Clau: Article |
| Revista: TRAIT SIGNAL |
| País: N/D |
| Títol: Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs |
| Autors: Hassan, L; Saleh, A; Abdel-Nasser, M; Omer, OA; Puig, D |
| Any: 2021 Clau: Article |
| Revista: International journal of interactive multimedia and artificial intelligence |
| País: N/D |
| Títol: Personalized balance games for children with cerebral palsy: A pilot study |
| Autors: Kachmar, O; Kushnir, A; Fedchyshyn, B; Cristiano, J; O'Flaherty, J; Helland, K; Johnson, G; Puig, D |
| Any: 2021 Clau: Article |
| Revista: Journal of Pediatric Rehabilitation Medicine |
| País: N/D |
| Títol: SARS-CoV-2 infection and venous thromboembolism after surgery: an international prospective cohort study |
| Autors: Li, E; Assenza, Marco; Aydin, Yener; Ince, Ilker; Ulas, Ali Bilal; Motas, Natalia |
| Any: 2021 Clau: Article |
| Revista: ANAESTHESIA |
| País: N/D |
| Títol: Low-Computational Voltage-Assessment Approach Considering Fine-Resolution Simulations for Distribution Systems With Photovoltaics |
| Autors: Mahmoud, K; Abdel-Nasser, M; Lehtonen, M |
| Any: 2021 Clau: Article |
| Revista: IEEE Systems Journal |
| País: N/D |
| Títol: Optimal Voltage Regulation Scheme for PV-Rich Distribution Systems Interconnected with D-STATCOM |
| Autors: Mahmoud, K; Abdel-Nasser, M; Lehtonen, M; Hussein, MM |
| Any: 2021 Clau: Article |
| Revista: ELECTRIC POWER COMPONENTS AND SYSTEMS |
| País: N/D |
| Títol: Induction motor broken rotor bar faults diagnosis using ANFIS-based DWT |
| Autors: Mohamed, MA; Mohamed, AA; Abdel-Nasser, M; Mohamed, EEM; Hassan, MAM |
| Any: 2021 Clau: Article |
| Revista: International Journal of Modelling and Simulation |
| País: N/D |
| Títol: Timing of surgery following SARS-CoV-2 infection: an international prospective cohort study |
| Autors: Nepogodiev, D; Simoes, Joana F F; Li, Elizabeth... |
| Any: 2021 Clau: Article |
| Revista: ANAESTHESIA |
| País: N/D |
| Títol: Self-Assembly of Au-Fe3O4 Hybrid Nanoparticles Using a Sol-Gel Pechini Method |
| Autors: Ovejero, Jesus G; Garcia, Miguel A; Herrasti, Pilar |
| Any: 2021 Clau: Article |
| Revista: MOLECULES |
| País: N/D |
| Títol: SARS-CoV-2 vaccination modelling for safe surgery to save lives: data from an international prospective cohort study |
| Autors: Sallam, Asser; Di Bartolomeo, Mattia; Chitul, A; Aydin, Yener; Ince, Ilker; Ulas, Ali Bilal |
| Any: 2021 Clau: Article |
| Revista: BRITISH JOURNAL OF SURGERY |
| País: N/D |
| Títol: COVID-19 lung CT image segmentation using deep learning methods: U-Net versus SegNet |
| Autors: Saood, Adnan; Hatem, Iyad |
| Any: 2021 Clau: Article |
| Revista: BMC MEDICAL IMAGING |
| País: N/D |
| Títol: SLSNet: Skin lesion segmentation using a lightweight generative adversarial network |
| Autors: Sarker, MMK; Rashwan, HA; Akram, F; Singh, VK; Banu, SF; Chowdhury, FUH; Choudhury, KA; Chambon, S; Radeva, P; Puig, D; Abdel-Nasser, M |
| Any: 2021 Clau: Article |
| Revista: EXPERT SYSTEMS WITH APPLICATIONS |
| País: N/D |
| Títol: Feature Extraction and Selection for Emotion Recognition from Electrodermal Activity |
| Autors: Shukla, J; Barreda-Angeles, M; Oliver, J; Nandi, GC; Puig, D |
| Any: 2021 Clau: Article |
| Revista: IEEE Transactions on Affective Computing |
| País: N/D |
| Títol: LungINFseg: Segmenting COVID-19 Infected Regions in Lung CT Images Based on a Receptive-Field-Aware Deep Learning Framework |
| Autors: Singh, VK; Abdel-Nasser, M; Pandey, N; Puig, D |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Effects of pre-operative isolation on postoperative pulmonary complications after elective surgery: an international prospective cohort study |
| Autors: Varghese, Chris; Dajti, Irida; Boccalatte, Luis... |
| Any: 2021 Clau: Article |
| Revista: ANAESTHESIA |
| País: N/D |
| Llibres / Books |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Capítols de Llibre / Book chapters |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators |
| Autors: Ali MYS; Abdel-Nasser M; Jabreel M; Valls A; Baget M |
| Any: 2021 Clau: Book Chapters |
| Títol: A computer-aided diagnosis system for breast cancer molecular subtype prediction in mammographic images |
| Autors: Singh VK; Rashwan HA; Abdel-Nasser M; Akram F; Haffar R; Pandey N; Arenas M; Romani S; Puig D |
| Any: 2021 Clau: Book Chapters |
| Altres Documents / Other documents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Patents Sol.licitades / Patents |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Títol: Code for: A Low Cost Multicomputer for Teaching Environments |
| Autors: Aliagas, Carles (Autor o Coautor); Garcia-Famoso, Montse (Autor o Coautor); Meseguer, Roc (Autor o Coautor); Millan, Pere (Autor o Coautor); Molina, Carlos (Autor o Coautor); Ferrer, David (Autor o Coautor); Jara, Joan (Autor o Coautor); Esteve, Marcos (Autor o Coautor) |
| Any: 2025 Tipus: Software |
| Organismes: N/D |
| Països: N/D |
| Congressos / Conferences |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Autor/a: Escorcia-Gutierrez, J., Cuello, J., Gamarra, M., Romero-Aroca, P., Caicedo, E., Valls, A., Puig, D. |
| Títol: Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2023 |
| Autor/a: M. Y. Salem Ali, M. Abdel-Nasser, M. Jabreel, A. Valls and M. Baget |
| Títol: Exu-Eye: Retinal Exudates Segmentation based on Multi-Scale Modules and Gated Skip Connection |
| Congrés/acte: N/D |
| Congrés/acte: Speaker |
| Any: 2022 |
