Resultats - Puig Valls, Domènec Savi
Puig Valls, Domènec Savi
| Tesis Doctorals Dirigides / Theses |
| 2019 | 2020 | 2021 | 2022 | 2023 |
|---|
| 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: 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: 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: Sustainable and adhesive-free lignocellulosic fiberboards from steam exploded Arundo donax L |
| Autor: Vitrone, Federica |
| Director: Puig Valls, Domènec Savi; Abdelnasser Mohamed Mahmoud, Mohamed; Ramos Romero, Diego; Salvadó Rovira, Joan |
| Universitat: N/D |
| Any: 2023 |
| 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: 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: 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: 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: 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 |
| 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: Diabetic retinopathy classification and interpretation using deep learning techniques |
| Autor: Jordi De La Torre |
| Director: Puig Valls, Domènec Savi (Autor O Coautor); Valls Mateu, Aïda (Autor O Coautor); Domènec Puig Valls (Director); Aïda Valls Mateu |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Segmentation and classification of multimodal medical images based on generative adversarial learning and convolutional neural networks |
| Autor: Vivek Kumar Singh |
| Director: Romaní Also, Santiago (Autor O Coautor); Puig Valls, Domènec Savi (Autor O Coautor); Domènec Puig Valls (Director); Santiago Romaní Also |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Recognizing foods using deep neural networks under domain shift |
| Autor: Elnaz Jahani Heravi |
| Director: Puig Valls, Domènec Savi (Autor O Coautor); Domènec Puig Valls |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Efficient deep learning models and their applications to health informatics |
| Autor: Md Mostafa Kamal Sarker |
| Director: Puig Valls, Domènec Savi (Autor O Coautor); Domènec Puig Valls (Director); Petia Radeva Ivanova |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Development of new models for vision-based human activity recognition |
| Autor: null |
| Director: null |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: SEGMENTATION AND CLASSIFICATION OF MULTIMODAL MEDICAL IMAGES BASED ON GENERATIVE ADVERSARIAL LEARNING AND CONVOLUTIONAL NEURAL NETWORKS |
| Autor: Singh, Vivek Kumar |
| Director: Puig Valls, Domènec Savi (Autor O Coautor) ; Romaní Also, Santiago |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Diabetic Retinopathy classification and interpretation using Deep Learning Techniques |
| Autor: Jordi De La Torre Gallart |
| Director: Valls Mateu, Aïda (Autor O Coautor) ; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Recognizing Foods using Deep Neural Networks under Domain Shift |
| Autor: Elnaz Jahani Heravi |
| Director: Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Development of New Models for Vision-Based Human Activity Recognition |
| Autor: Adel Saleh Ali Alraimi |
| Director: Garcia Garcia, Miguel Angel; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: Segmentation and Classification of Multimodal Medical Images based on Generative Adversarial Learning and Convolutional Neural Networks |
| Autor: Vivek Kumar Singh |
| Director: null |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Títol: EFFICIENT DEEP LEARNING MODELS AND THEIR APPLICATIONS TO HEALTH INFORMATICS |
| Autor: Sarker, Md. Mostafa Kamal |
| Director: Radeva, Petia Ivanova; Puig Valls, Domènec Savi |
| Universitat: N/D |
| Any: 2019 |
| País: N/D |
| Publicacions en Revista / Papers |
| 2019 | 2020 | 2021 | 2022 | 2023 |
|---|
| 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: 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, 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: 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: 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: 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: 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, 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: 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: 2022 Clau: Article |
| Revista: Ieee Journal Of Biomedical And Health Informatics |
| 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 SF; Sarker MMK; Abdel-Nasser M; Puig D; Raswan HA |
| 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 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: 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 M; Mahmoud K; Omer OA; Lehtonen M; Puig D |
| 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: 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: 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 HA; Garcia MA; Abdulwahab S; Puig D |
| 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 VK; Abdel-Nasser M; Akram F; Rashwan HA; Sarker MMK; Pandey N; Romani S; Puig D |
| 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: Singh VK; Rashwan HA; Romani S; Akram F; Pandey N; Sarker MMK; Saleh A; Arenas M; Arquez M; Puig D; Torrents-Barrena J |
| 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 J; Valls A; Puig D |
| Any: 2020 Clau: Article |
| Revista: Neurocomputing |
| País: N/D |
| Títol: Breast cancer detection in thermal infrared images using representation learning and texture analysis methods |
| Autors: Abdel-Nasser M; Moreno A; Puig D |
| Any: 2019 Clau: Article |
| Revista: Electronics |
| País: N/D |
| Títol: MGNet: Depth Map Prediction from a Single Photograph Using a Multi-Generative Network |
| Autors: D PUIG |
| Any: 2019 Clau: Article |
| Revista: Communications Of The Acm |
| País: N/D |
| Títol: Hierarchical approach to classify food scenes in egocentric photo-streams |
| Autors: Estefanía Talavera Martinez; Maria Leyva-Vallina; Md Mostafa Kamal Sarker; Domenec Puig; Nicolai Petkov; Petia Radeva |
| Any: 2019 Clau: Article |
| Revista: Ieee Journal Of Biomedical And Health Informatics |
| País: N/D |
| Títol: Assessing the impact of a preprocessing stage on deep learning architectures for breast tumor multi-class classification with histopathological images |
| Autors: I Calvo; S Calderon; J Torrents-Barrena; E Muñoz; D Puig |
| Any: 2019 Clau: Article |
| Revista: Communications Of The Acm |
| País: N/D |
| Títol: SLSNet: Skin lesion segmentation using a lightweight generative adversarial network |
| Autors: M Sarker; M Kamal; HA Rashwan; F Akram; VK Singh; SF Banu; |
| Any: 2019 Clau: Article |
| Revista: Communications Of The Acm |
| País: N/D |
| Títol: Recognizing food places in egocentric photo-streams using multi-scale atrous convolutional networks and self-attention mechanism |
| Autors: Md Mostafa Kamal Sarker; Hatem A Rashwan; Farhan Akram; Estefania Talavera; Syeda Furruka Banu; Petia Radeva; Domenec Puig |
| Any: 2019 Clau: Article |
| Revista: Ieee Access |
| País: N/D |
| Títol: MobileGAN: Skin lesion segmentation using a lightweight generative adversarial network |
| Autors: Md Sarker; Mostafa Kamal; Hatem A Rashwan; Mohamed Abdel-Nasser; Vivek Kumar Singh; Syeda Furruka Banu; Farhan Akram; Forhad UH Chowdhury; Kabir Ahmed Choudhury; Sylvie Chambon; Petia Radeva; Domenec Puig |
| Any: 2019 Clau: Article |
| Revista: Communications Of The Acm |
| País: N/D |
| Títol: Gait representation and recognition from temporal co-occurrence of flow fields |
| Autors: Rashwan H.A., García M.Á., Chambon S., Puig D. |
| Any: 2019 Clau: Article |
| Revista: Machine Vision And Applications |
| País: N/D |
| Títol: A Clinical Decision Support System for Diabetic Retinopathy Screening: Creating a Clinical Support Application |
| Autors: Romero-Aroca P; Valls A; Moreno A; Sagarra-Alamo R; Basora-Gallisa J; Saleh E; Baget-Bernaldiz M; Puig D |
| Any: 2019 Clau: Article |
| Revista: Telemedicine And E-Health |
| País: N/D |
| Títol: First-principles investigations of orthorhombic-cubic phase transition and its effect on thermoelectric properties in cobalt-based ternary alloys |
| Autors: Sapna Singh; Mohd Zeeshan; Utkarsh Singh; Jeroen van den Brink; Hem C Kandpal |
| Any: 2019 Clau: Article |
| Revista: N/D |
| País: N/D |
| Títol: Recognizing Food Places in Egocentric Photo-Streams Using Multi-Scale Atrous Convolutional Networks and Self-Attention Mechanism |
| Autors: Sarker MMK; Rashwan HA; Akram F; Talavera E; Banu SF; Radeva P; Puig D |
| Any: 2019 Clau: Article |
| Revista: Ieee Access |
| País: N/D |
| Títol: Robot Assisted Interventions for Individuals with Intellectual Disabilities: Impact on Users and Caregivers |
| Autors: Shukla J; Cristiano J; Oliver J; Puig D |
| Any: 2019 Clau: Article |
| Revista: International Journal Of Social Robotics |
| País: N/D |
| Títol: FCA-Net: Adversarial Learning for Skin Lesion Segment Lion Based on Multi-Scale Features and Factorized Channel Attention |
| Autors: Singh, Vivek Kumar; Abdel-Nasser, Mohamed; Rashwan, Hatem A.; Akram, Farhan; Pandey, Nidhi; Lalande, Alain; Presles, Benoit; Romani, Santiago; Puig, Domenec; |
| Any: 2019 Clau: Article |
| Revista: Ieee Access |
| País: N/D |
| Títol: An efficient solution for breast tumor segmentation and classification in ultrasound images using deep adversarial learning |
| Autors: Vivek Kumar Singh; Hatem A Rashwan; Mohamed Abdel-Nasser; Md Sarker; Mostafa Kamal; Farhan Akram; Nidhi Pandey; Santiago Romani; Domenec Puig |
| Any: 2019 Clau: Article |
| Revista: Communications Of The Acm |
| País: N/D |
| Títol: FCA-Net: Adversarial learning for skin lesion segmentation based on multi-scale features and factorized channel attention |
| Autors: Vivek Kumar Singh; Mohamed Abdel-Nasser; Hatem A Rashwan; Farhan Akram; Nidhi Pandey; Alain Lalande; Benoit Presles; Santiago Romani; Domenec Puig |
| Any: 2019 Clau: Article |
| Revista: Ieee Access |
| País: N/D |
| Llibres / Books |
| 2019 | 2020 | 2021 | 2022 | 2023 |
|---|
| Capítols de Llibre / Book chapters |
| 2019 | 2020 | 2021 | 2022 | 2023 |
|---|
| 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 |
| 2019 | 2020 | 2021 | 2022 | 2023 |
|---|
| Patents Sol.licitades / Patents |
| 2019 | 2020 | 2021 | 2022 | 2023 |
|---|
| 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 |
| 2019 | 2020 | 2021 | 2022 | 2023 |
|---|
