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 |
| 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: 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: 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: M-TabNet: A Transformer-Based Multi-Encoder for Early Neonatal Birth Weight Prediction Using Multimodal Data |
| Autors: Mursil M; Rashwan HA; Santos-Calderon L; Cavallé-Busquets P; Murphy MM; Puig D |
| Any: 2025 Clau: Article |
| Revista: Ieee Journal Of Biomedical And Health Informatics |
| 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: 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; Hutton, A; Wiest, R; Kaesmacher, J; Hanning, U; Hakim, A; Zubal, R; Valenzuela, W; Robben, D; Sima, DM; Anania, V; Brys, A; Meakin, JA; Mickan, A; Broocks, G; Heitkamp, C; Gao, SB; Liang, KM; Zhang, ZJ; Siddiquee, MMR; Myronenko, A; Ashtari, P; Van Huffel, S; Jeong, H; Yoon, C; Kim, C; Huo, JY; Ourselin, S; Sparks, R; Clèrigues, A; Oliver, A; Lladó, X; Chalcroft, L; Pappas, I; Bertels, J; Heylen, E; Moreau, J; Hatami, N; Frindel, C; Qayyum, A; Mazher, M; Puig, D; Lin, SC; Juan, CJ; Hu, TX; Boone, L; Goubran, M; Liu, YJ; Wegener, S; Kofler, F; Ezhov, I; Shit, S; Petzsche, MRH; Müller, M; Menze, B; Kirschke, JS; Wiestler, B |
| 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-Pérez, JC; Garcia, MA; Puig, D |
| 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, 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: 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: 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: 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: 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: 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: 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: 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: Fetal brain tissue annotation and segmentation challenge results |
| Autors: Payette, K; Li, HB; de Dumest, P; Licandro, R; Ji, H; Siddiquee, MMR; Xu, DG; Myronenko, A; Liu, H; Pei, YC; Wang, LS; Peng, Y; Xie, JY; Zhang, HQ; Dong, GM; Fu, H; Wang, GT; Rieu, Z; Kim, D; Kim, HG; Karimi, D; Gholipour, A; Torres, HR; Oliveira, B; Vilaca, JL; Lin, Y; Avisdris, N; Ben-Zvi, W; Ben Bashat, D; Fidon, L; Aertsen, M; Vercauteren, T; Sobotka, D; Langs, G; Alenya, M; Villanueva, MI; Camara, O; Fadida, BS; Joskowicz, L; Weibin, L; Yi, L; Xuesong, L; Mazher, M; Qayyum, A; Puig, D; Kebiri, H; Zhang, ZL; Xu, XY; Wu, D; Liao, KL; Wu, YX; Chen, JT; Xu, YZ; Zhao, L; Vasung, L; Menze, B; Cuadra, MB; Jakab, A |
| 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: 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: 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: 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: 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: 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 |
| 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 |
