Resultats - Puig Valls, Domènec Savi
Puig Valls, Domènec Savi
| 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: 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: Online dimensionality reduction through stacked generalization of spectral methods with deep networks |
| Autors: Alvarado-Perez, Juan Carlos; Garcia, Miguel Angel; Puig, Domenec |
| 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, Eddardaa; Rashwan, Hatem A; Ayad, Mohammed; Khalid, Adnan; Puig, Domemec |
| Any: 2025 Clau: Article |
| Revista: Knowledge-Based Systems |
| País: N/D |
| Títol: Metabolic Signature of Insulin Resistance and Risk of Alzheimer's Disease |
| Autors: Gutierrez-Tordera, Laia; Panisello, Laura; Garcia-Gonzalez, Pablo; Ruiz, Agustin; Cantero, Jose Luis; Rojas-Criollo, Melina; Mursil, Muhammad; Atienza, Mercedes; Novau-Ferre, Nil; Mateu-Fabregat, Javier; Mostafa, Hamza; Puig, Domenec; Folch, Jaume; Rashwan, Hatem; Marquie, Marta; Boada, Merce; Papandreou, Christopher; Bullo, Monica |
| Any: 2025 Clau: Article |
| Revista: Journals Of Gerontology Series A-Biological Sciences And Medical Sciences |
| País: N/D |
| Títol: Interpretable deep neural networks for advancing early neonatal birth weight prediction using multimodal maternal factors |
| Autors: Mursil, Muhammad; Rashwan, Hatem A; Khalid, Adnan; Cavalle-Busquets, Pere; Santos-Calderon, Luis; Murphy, Michelle M; Puig, Domenec |
| Any: 2025 Clau: Article |
| Revista: Journal Of Biomedical Informatics |
| País: N/D |
| Títol: Efficient crack segmentation with multi-decoder networks and enhanced feature fusion |
| Autors: Okran, Ammar M; Rashwan, Hatem A; Saleh, Adel; Puig, Domenec |
| 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, Hatem A; Marques-Pamies, Montserrat; Ruiz, Sabina; Gil, Joan; Asensio-Wandosell, Diego; Martinez-Momblan, Maria-Antonia; Vazquez, Federico; Salinas, Isabel; Ciriza, Raquel; Jorda, Mireia; Chanson, Philippe; Valassi, Elena; Abdelnasser, Mohamed; Puig, Domenec; Puig-Domingo, Manel |
| Any: 2025 Clau: Article |
| Revista: Pituitary |
| País: N/D |
| Títol: CoAtUNet: A symmetric encoder-decoder with hybrid transformers for semantic segmentation of breast ultrasound images |
| Autors: Zaidkilani, Nadeem; Garcia, Miguel Angel; Puig, Domenec |
| Any: 2025 Clau: Article |
| Revista: Neurocomputing |
| País: N/D |
| Títol: DeepISLES: a clinically validated ischemic stroke segmentation model from the ISLES'22 challenge |
| Autors: de la Rosa, Ezequiel; Reyes, Mauricio; Liew, Sook-Lei; Hutton, Alexandre; Wiest, Roland; Kaesmacher, Johannes; Hanning, Uta; Hakim, Arsany; Zubal, Richard; Valenzuela, Waldo; Robben, David; Sima, Diana M; Anania, Vincenzo; Brys, Arne; Meakin, James A; Mickan, Anne; Broocks, Gabriel; Heitkamp, Christian; Gao, Shengbo; Liang, Kongming; Zhang, Ziji; Rahman Siddiquee, Md Mahfuzur; Myronenko, Andriy; Ashtari, Pooya; Van Huffel, Sabine; Jeong, Hyunsu; Yoon, Chiho; Kim, Chulhong; Huo, Jiayu; Ourselin, Sebastien; Sparks, Rachel; Clerigues, Albert; Oliver, Arnau; Llado, Xavier; Chalcroft, Liam; Pappas, Ioannis; Bertels, Jeroen; Heylen, Ewout; Moreau, Juliette; Hatami, Nima; Frindel, Carole; Qayyum, Abdul; Mazher, Moona; Puig, Domenec; Lin, Shao-Chieh; Juan, Chun-Jung; Hu, Tianxi; Boone, Lyndon; Goubran, Maged; Liu, Yi-Jui; Wegener, Susanne; Kofler, Florian; Ezhov, Ivan; Shit, Suprosanna; Hernandez Petzsche, Moritz R; Menze, Bjoern; Kirschke, Jan S; Wiestler, Benedikt |
| Any: 2025 Clau: Article |
| Revista: Nature Communications |
| País: N/D |
| Títol: Dimension Reduction of Multidimensional Structured and Unstructured Datasets through Ensemble Learning of Neural Embeddings |
| Autors: Alvarado-Perez, Juan Carlos; Garcia, Miguel Angel; Puig, Domenec |
| Any: 2024 Clau: Article |
| Revista: Advanced Intelligent Systems |
| País: N/D |
| Títol: Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors |
| Autors: Hassan, Loay; Abdel-Nasser, Mohamed; Saleh, Adel; Puig, Domenec |
| 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, Mohamed A; Singh, Vivek Kumar; Abdel-Nasser, Mohamed; Puig, Domenec |
| Any: 2024 Clau: Article |
| Revista: International Journal Of Advanced Computer Science And Applications |
| País: N/D |
| Títol: FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning |
| Autors: Khalid, Saif; Rashwan, Hatem A; Abdulwahab, Saddam; Abdel-Nasser, Mohamed; Quiroga, Facundo Manuel; Puig, Domenec |
| Any: 2024 Clau: Article |
| Revista: Expert Systems With Applications |
| 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, Moona; Qayyum, Abdul; Puig, Domenec; Abdel-Nasser, Mohamed |
| 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, Muhammad; Rashwan, Hatem A; Cavalle-Busquets, Pere; Santos-Calderon, Luis A; Murphy, Michelle M; Puig, Domenec |
| Any: 2024 Clau: Article |
| Revista: Information (Switzerland) |
| País: N/D |
| Títol: 3D-IncNet: Head and Neck (H&N) Primary Tumors Segmentation and Survival Prediction |
| Autors: Qayyum, Abdul; Benzinou, Abdesslam; Razzak, Imran; Mazher, Moona; Nguyen, Thanh Thi; Puig, Domenec; Vafaee, Fatemeh |
| Any: 2024 Clau: Article |
| Revista: Ieee Journal Of Biomedical And Health Informatics |
| 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, Gaurav Kumar; Rashwan, Hatem A; Vidales, Benigno Moreno; Abdel-Nasser, Mohamed; Oliver, Joan; Nandi, G C; Puig, Domenec |
| 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: Deep Monocular Depth Estimation Based on Content and Contextual Features |
| Autors: Abdulwahab, Saddam; Rashwan, Hatem A; Sharaf, Najwa; Khalid, Saif; Puig, Domenec |
| Any: 2023 Clau: Article |
| Revista: Sensors |
| País: N/D |
| Títol: T-YOLO: Tiny vehicle detection based on YOLO and multi-scale convolutional neural networks |
| Autors: Carrasco, Daniel Padilla; Rashwan, Hatem A; Garcia, Miguel Angel; Puig, Domenec |
| Any: 2023 Clau: Article |
| Revista: Ieee Access |
| País: N/D |
| Títol: Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach |
| Autors: Hassan, Loay; Saleh, Adel; Singh, Vivek Kumar; Puig, Domenec; Abdel-Nasser, Mohamed |
| Any: 2023 Clau: Article |
| Revista: Computers |
| País: N/D |
| Títol: Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&ms Challenge |
| Autors: Martin-Isla, Carlos; Campello, Victor M; Izquierdo, Cristian; Kushibar, Kaisar; Sojoudi, Alireza; Fulton, Mitchell J; Arega, Tewodros Weldebirhan; Punithakumar, Kumaradevan; Li, Lei; Sun, Xiaowu; Al Khalil, Yasmina; Liu, Di; Jabbar, Sana; Queiros, Sandro; Galati, Francesco; Mazher, Moona; Gao, Zheyao; Beetz, Marcel; Tautz, Lennart; Galazis, Christoforos; Varela, Marta; Huellebrand, Markus; Grau, Vicente; Zhuang, Xiahai; Puig, Domenec; Zuluaga, Maria A; Mohy-ud-Din, Hassan; Metaxas, Dimitris; Breeuwer, Marcel; van der Geest, Rob J; Noga, Michelle; Bricq, Stephanie; Rentschler, Mark E; Guala, Andrea; Petersen, Steffen E; Escalera, Sergio; Rodriguez Palomares, Jose F |
| 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, Armin; Rashwan, Hatem A; Abdulwahab, Saddam; Cristiano, Julian; Asif, M Salman; Puig, Domenec |
| Any: 2023 Clau: Article |
| Revista: Neurocomputing |
| País: N/D |
| Títol: Fetal brain tissue annotation and segmentation challenge results |
| Autors: Payette, Kelly; Li, Hongwei Bran; de Dumast, Priscille; Licandro, Roxane; Ji, Hui; Siddiquee, Md Mahfuzur Rahman; Xu, Daguang; Myronenko, Andriy; Liu, Hao; Wang, Lisheng; Peng, Ying; Xie, Juanying; Zhang, Huiquan; Dong, Guiming; Fu, Hao; Wang, Guotai; Rieu, ZunHyan; Kim, Donghyeon; Kim, Hyun Gi; Karimi, Davood; Gholipour, Ali; Torres, Helena R; Oliveira, Bruno; Vilaca, Joao L; Lin, Yang; Avisdris, Netanell; Ben-Zvi, wOri; Ben Bashat, Dafna; Fidon, Lucas; Aertsen, Michael; Sobotka, Daniel; Alenya, Mireia; Villanueva, Maria Inmaculada; Camara, Oscar; Xuesong, Li; Mazher, Moona; Puig, Domenec; Kebiri, Hamza; Cuadra, Meritxell Bach; Jakab, Andras |
| 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, Gaurav Kumar; Abdel-Nasser, Mohamed; Rashwan, Hatem A; Puig, Domenec; Nandi, G C |
| 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, Gaurav Kumar; Vidales, Benigno Moreno; Rashwan, Hatem A; Oliver, Joan; Puig, Domenec; Nandi, G C; Abdel-Nasser, Mohamed |
| Any: 2023 Clau: Article |
| Revista: Alexandria Engineering Journal |
| País: N/D |
| Títol: Monocular depth map estimation based on a multi-scale deep architecture and curvilinear saliency feature boosting |
| Autors: Abdulwahab, Saddam; Rashwan, Hatem A; Garcia, Miguel Angel; Masoumian, Armin; Puig, Domenec |
| Any: 2022 Clau: Review |
| Revista: Neural Computing & Applications |
| País: N/D |
| Títol: A feature selection strategy to optimize retinal vasculature segmentation |
| Autors: Escorcia-Gutierrez, Jose; Torrents-Barrena, Jordina; Gamarra, Margarita; Madera, Natasha; Romero-Aroca, Pedro; Valls, Aida; Puig, Domenec |
| Any: 2022 Clau: Article |
| Revista: Cmc-Computers Materials & Continua |
| País: N/D |
| Títol: Predicting Breast Tumor Malignancy Using Deep ConvNeXt Radiomics and Quality-Based Score Pooling in Ultrasound Sequences |
| Autors: Hassanien, Mohamed A; Singh, Vivek Kumar; Puig, Domenec; Abdel-Nasser, Mohamed |
| Any: 2022 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Monocular Depth Estimation Using Deep Learning: A Review |
| Autors: Masoumian, Armin; Rashwan, Hatem A; Cristiano, Julian; Asif, M Salman; Puig, Domenec |
| 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, Moona; Qayyum, Abdul; Puig, Domenec; Abdel-Nasser, Mohamed |
| Any: 2022 Clau: Article |
| Revista: Entropy |
| 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: Schwarz Schuler, Joao Paulo; Romani Also, Santiago; Puig, Domenec; Rashwan, Hatem; Abdel-Nasser, Mohamed |
| Any: 2022 Clau: Article |
| Revista: Entropy |
| 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: Efficient deep learning-based semantic mapping approach using monocular vision for resource-limited mobile robots |
| Autors: Singh, Aditya; Narula, Raghav; Rashwan, Hatem A; Abdel-Nasser, Mohamed; Puig, Domenec; Nandi, G C |
| Any: 2022 Clau: Article |
| Revista: Neural Computing & Applications |
| 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, Marc; Pedro, Romero-Aroca; Santos-Blanco, Esther; Navarro-Gil, Raul; Valls, Aida; Moreno, Antonio; Rashwan, Hatem A; Puig, Domenec |
| 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, Syeda Furruka; Sarker, Md Mostafa Kamal; Abdel-Nasser, Mohamed; Puig, Domenec; Raswan, Hatem A |
| 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, Jose; Torrents-Barrena, Jordina; Gamarra, Margarita; Romero-Aroca, Pedro; Valls, Aida; Puig, Domenec |
| Any: 2021 Clau: Article |
| Revista: Expert Systems With Applications |
| 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, Loay; Abdel-Nasser, Mohamed; Saleh, Adel; Omer, Osama A; Puig, Domenec |
| 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, Loay; Saleh, Adel; Abdel-Nasser, Mohamed; Omer, Osama A; Puig, Domenec |
| 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, Loay; Saleh, Adel; Abdel-Nasser, Mohamed; Omer, Osama A; Puig, Domenec |
| 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, Oleh; Kushnir, Anna; Fedchyshyn, Bohdana; Cristiano, Julian; O'Flaherty, John; Helland, Kjetil; Johnson, Gordon; Puig, Domenec |
| Any: 2021 Clau: Article |
| Revista: Journal Of Pediatric Rehabilitation Medicine |
| País: N/D |
| Títol: SLSNet: Skin lesion segmentation using a lightweight generative adversarial network |
| Autors: Sarker, Md Mostafa Kamal; Rashwan, Hatem A; Akram, Farhan; Singh, Vivek Kumar; Banu, Syeda Furruka; Chowdhury, Forhad U H; Choudhury, Kabir Ahmed; Chambon, Sylvie; Radeva, Petia; Puig, Domenec; Abdel-Nasser, Mohamed |
| 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 G; 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, Vivek Kumar; Abdel-Nasser, Mohamed; Pandey, Nidhi; Puig, Domenec |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Llibres / Books |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| Capítols de Llibre / Book chapters |
| 2021 | 2022 | 2023 | 2024 | 2025 |
|---|
| 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 |
|---|
| 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 |
