Resultats - Puig Valls, Domènec Savi
Puig Valls, Domènec Savi
| Tesis Doctorals Dirigides / Theses |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| 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: Development of microfluidic systems and methods for medicine, sensing and nanofabrications |
| Autor: Coral Perez, Jesus David |
| Director: Font Capafons, José; Solé Cartañà, Rosa Maria; Mateos Ferré, Xavier |
| 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: Puig Valls, Domènec Savi; Abdellatif Fatahallah Ibrahim Mahmoud, Hatem |
| 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: Sustainable and adhesive-free lignocellulosic fiberboards from steam exploded Arundo donax L |
| Autor: Vitrone, Federica |
| Director: Ramos Romero, Diego; Salvadó Rovira, Joan |
| 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: Gut Microbiota Signatures Associated with Weight Loss and Insulin Resistance in an Elderly Mediterranean Population with Overweight/Obesity and Metabolic Syndrome |
| Autor: Atzeni, Alessandro |
| Director: Salas Salvadó, Jorge; Bulló Bonet, Mònica |
| Universitat: N/D |
| Any: 2022 |
| País: N/D |
| Títol: Analyzing the breast tissue in mammograms using deep learning |
| Autor: Nasibeh Saffari |
| Director: Puig Valls, Domènec Savi (Autor O Coautor) ; Herrera Gómez, Blas |
| 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 |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| 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: 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, 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 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: 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, L; Saleh, A; Singh, VK; Puig, D; Abdel-Nasser, M |
| Any: 2023 Clau: Article |
| Revista: Computers |
| 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: 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: 2023 Clau: Article |
| Revista: International Journal Of Imaging Systems And Technology |
| 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: Designing an adaptive cost function for dynamic human pose predictions |
| Autors: Yadav GK; Puig D; Nandi GC |
| Any: 2023 Clau: Article |
| Revista: Multimedia Tools And Applications |
| 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: 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; Also, Santiago Romani; Puig, Domenec; Rashwan, Hatem; Abdel-Nasser, Mohamed |
| Any: 2022 Clau: Article |
| Revista: Entropy |
| 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: AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation |
| Autors: Banu, Syeda Furruka; Sarker, MdMostafa 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: 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: Promising Deep Semantic Nuclei Segmentation Models for Multi-Institutional Histopathology Images of Different Organs. |
| Autors: L Hassan; A Saleh; M Abdel-Nasser; OA Omer; D Puig |
| Any: 2021 Clau: Article |
| Revista: Communications Of The Acm |
| País: N/D |
| Títol: SLSNet: Skin lesion segmentation using a lightweight generative adversarial network |
| Autors: MMK Sarker; HA Rashwan; F Akram; VK Singh; SF Banu; |
| Any: 2021 Clau: Article |
| Revista: Expert Systems With Applications |
| País: N/D |
| Títol: Personalized balance games for children with cerebral palsy: a pilot study |
| Autors: O Kachmar; A Kushnir; B Fedchyshyn; J Cristiano; J O¿Flaherty; K Helland; |
| Any: 2021 Clau: Article |
| Revista: Journal Of Pediatric Rehabilitation Medicine |
| País: N/D |
| Títol: AWEU-Net: An Attention-Aware Weight Excitation U-Net for Lung Nodule Segmentation |
| Autors: SF Banu; M Sarker; M Kamal; M Abdel-Nasser; D Puig; H A Raswan |
| Any: 2021 Clau: Article |
| Revista: Applied Sciences |
| 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 |
| Títol: Lunginfseg: Segmenting covid-19 infected regions in lung ct images based on a receptive-field-aware deep learning framework |
| Autors: V Kumar Singh; M Abdel-Nasser; N Pandey; D Puig |
| Any: 2021 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Link quality prediction in wireless community networks using deep recurrent neural networks |
| Autors: Abdel-Nasser, Mohamed; Mahmoud, Karar; Omer, Osama A; Lehtonen, Matti; Puig, Domenec |
| Any: 2020 Clau: Article |
| Revista: Alexandria Engineering Journal |
| País: N/D |
| Títol: Adversarial Learning for Depth and Viewpoint Estimation From a Single Image |
| Autors: Abdulwahab, Saddam; Rashwan, Hatem A; Garcia, Miguel Angel; Jabreel, Mohammed; Chambon, Sylvie; Puig, Domenec |
| Any: 2020 Clau: Article |
| Revista: Ieee Transactions On Circuits And Systems For Video Technology |
| País: N/D |
| Títol: Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection |
| Autors: Escorcia-Gutierrez J; Torrents-Barrena J; Gamarra M; Romero-Aroca P; Valls A; Puig D |
| Any: 2020 Clau: Article |
| Revista: Computers In Biology And Medicine |
| País: N/D |
| Títol: Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection |
| Autors: Escorcia-Gutierrez, Jose; Torrents-Barrena, Jordina; Gamarra, Margarita; Romero-Aroca, Pedro; Valls, Aida; Puig, Domenec |
| Any: 2020 Clau: Article |
| Revista: Computers In Biology And Medicine |
| País: N/D |
| Títol: Web-based efficient dual attention networks to detect COVID-19 from X-ray images |
| Autors: Kamal Sarker MM; Makhlouf Y; Banu SF; Chambon S; Radeva P; Puig D |
| Any: 2020 Clau: Article |
| Revista: Electronics Letters |
| País: N/D |
| Títol: Web-based efficient dual attention networks to detect COVID-19 from X-ray images |
| Autors: Kamal Sarker MM; Makhlouf Y; Banu SF; Chambon S; Radeva P; Puig D |
| Any: 2020 Clau: Article |
| Revista: Electronics Letters |
| País: N/D |
| Títol: Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network |
| Autors: Kumar Singh, Vivek; Rashwan, Hatem A; Romani, Santiago; Akram, Farhan; Pandey, Nidhi; Kamal Sarker, Md Mostafa; Saleh, Adel; Arenas, Meritxell; Arquez, Miguel; Puig, Domenec; Torrents-Barrena, Jordina |
| Any: 2020 Clau: Article |
| Revista: Expert Systems With Applications |
| País: N/D |
| Títol: Link quality prediction in wireless community networks using deep recurrent neural networks |
| Autors: M Abdel-Nasser; K Mahmoud; OA Omer; M Lehtonen; D Puig |
| Any: 2020 Clau: Article |
| Revista: Alexandria Engineering Journal |
| País: N/D |
| Títol: Web-based efficient dual attention networks to detect COVID-19 from X-ray images |
| Autors: MMK Sarker; Y Makhlouf; SF Banu; S Chambon; P Radeva; D Puig |
| Any: 2020 Clau: Article |
| Revista: Electronics Letters |
| País: N/D |
| Títol: Hierarchical Approach to Classify Food Scenes in Egocentric Photo-Streams |
| Autors: Martinez, Estefania Talavera; Leyva-Vallina, Maria; Sarker, Md Mostafa Kamal; Puig, Domenec; Petkov, Nicolai; Radeva, Petia |
| Any: 2020 Clau: Article |
| Revista: Ieee Journal Of Biomedical And Health Informatics |
| País: N/D |
| Títol: Action representation and recognition through temporal co-occurrence of flow fields and convolutional neural networks |
| Autors: Rashwan, Hatem A; Angel Garcia, Miguel; Abdulwahab, Saddam; Puig, Domenec |
| Any: 2020 Clau: Article |
| Revista: Multimedia Tools And Applications |
| País: N/D |
| Títol: Validation of a Deep Learning Algorithm for Diabetic Retinopathy |
| Autors: Romero-Aroca, Pedro; Verges-Puig, Raquel; de la Torre, Jordi; Valls, Aida; Relano-Barambio, Naiara; Puig, Domenec; Baget-Bernaldiz, Marc |
| Any: 2020 Clau: Article |
| Revista: Telemedicine And E-Health |
| País: N/D |
| Títol: Fully Automated Breast Density Segmentation and Classification Using Deep Learning |
| Autors: Saffari, Nasibeh; Rashwan, Hatem A; Abdel-Nasser, Mohamed; Kumar Singh, Vivek; Arenas, Meritxell; Mangina, Eleni; Herrera, Blas; Puig, Domenec |
| Any: 2020 Clau: Article |
| Revista: Diagnostics |
| País: N/D |
| Títol: Breast tumor segmentation in ultrasound images using contextual-information-aware deep adversarial learning framework |
| Autors: Singh, Vivek Kumar; Abdel-Nasser, Mohamed; Akram, Farhan; Rashwan, Hatem A; Sarker, Md Mostafa Kamal; Pandey, Nidhi; Romani, Santiago; Puig, Domenec |
| Any: 2020 Clau: Article |
| Revista: Expert Systems With Applications |
| País: N/D |
| Títol: Breast tumor segmentation and shape classification in mammograms using generative adversarial and convolutional neural network |
| Autors: Vivek Kumar Singh; Hatem A Rashwan; Santiago Romani; Farhan Akram; Nidhi Pandey; Md Mostafa Kamal Sarker; Adel Saleh; Meritxell Arenas; Miguel Arquez; Domenec Puig; Jordina Torrents-Barrena |
| Any: 2020 Clau: Article |
| Revista: Expert Systems With Applications |
| País: N/D |
| Títol: Bitcoin Price Forecasting: A Comparative Study Between Statistical and Machine Learning Methods |
| Autors: W Waheeb; H Shah; M Jabreel; D Puig |
| Any: 2020 Clau: Article |
| Revista: Communications Of The Acm |
| País: N/D |
| Títol: A deep learning interpretable classifier for diabetic retinopathy disease grading |
| Autors: de la Torre, Jordi; Valls, Aida; Puig, Domenec |
| Any: 2020 Clau: Article |
| Revista: Neurocomputing |
| País: N/D |
| Llibres / Books |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Capítols de Llibre / Book chapters |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| 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 |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Patents Sol.licitades / Patents |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| Títol: Software RETIPROGRAM 2.0 |
| Autors: VALLS MATEU, AÏDA (Autor o Coautor); MORENO RIBAS, ANTONIO (Autor o Coautor); PUIG VALLS, DOMÈNEC SAVI (Autor o Coautor); Emran Saleh (Autor o Coautor); Najlaa Maaroof (Autor o Coautor); ROMERO AROCA, PEDRO (Autor o Coautor); Baget-Bernaldiz, Marc (Autor o Coautor); Verges-Puig, Raquel (Autor o Coautor); Sagarra-Alamo, Ramon (Autor o Coautor); Navarro Gil, Raúl (Autor o Coautor) |
| Any: 2020 Tipus: Other |
| Organismes: N/D |
| Països: N/D |
| Títol: Software MIRA |
| Autors: VALLS MATEU, AÏDA (Autor o Coautor); PUIG VALLS, DOMÈNEC SAVI (Autor o Coautor); MORENO RIBAS, ANTONIO (Autor o Coautor); Jabreel, Mohammed (Autor o Coautor); CRISTIANO RODRÍGUEZ, JULIÁN EFRÉN (Autor o Coautor); ROMERO AROCA, PEDRO (Autor o Coautor); Baget-Bernaldiz, Marc (Autor o Coautor); Navarro Gil, Raúl (Autor o Coautor); Bautista Pérez, Angel (Autor o Coautor); Verges-Puig, Raquel (Autor o Coautor) |
| Any: 2020 Tipus: Other |
| Organismes: N/D |
| Països: N/D |
| Congressos / Conferences |
| 2020 | 2021 | 2022 | 2023 | 2024 |
|---|
| 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 |
