| 2025 | AIME | Transformer-Based Bi-encoder for Early Neonatal Birth Weight Prediction Using Maternal Nutritional and Health Insights. | Muhammad Mursil, Hatem A. Rashwan, Adnan Khalid, Luis Santos-Calderon, Pere Cavall-Busquets, Michelle M. Murphy, Domenec Puig |
| 2025 | CBMS | Unsupervised Domain Adaptation with Contrastive Learning for Classifying Breast Lesions in Mammograms. | Mariam M. Hassan, Mohamed Ragab, Mohamed Abdel-Nasser, Domenec Puig |
| 2025 | MICCAI | Towards Breast Cancer Recurrence Prediction Using Transformer-Based Learning from Global-Local Radiomics and Clinical Data. | Adnan Khalid, Muhammad Mursil, Fabrice Mriaudeau, Ibrahima Faye, Alain Lalande, Domenec Puig, Hatem A. Rashwan |
| 2025 | VISIGRAPP | Learning-Based Reconstruction of Under-Sampled MRI Data Using End-to-End Deep Learning in Comparison to CS. | Adnan Khalid, Husnain Shahid, Hatem A. Rashwan, Domenec Puig |
| 2025 | VISIGRAPP | Cross-Site Relational Distillation for Enhanced MRI Segmentation. | Eddardaa Ben Loussaief, Mohammed Ayad, Hatem A. Rashwan, Domenec Puig |
| 2024 | MICCAI | Advanced Diabetic Retinopathy Classification: Integrating Pathological Indicators Segmentation and Morphological Feature Analysis. | Saif Khalid Musluh, Ammar M. Okran, Saddam Abdulwahab, Domenec Puig, Hatem A. Rashwan |
| 2024 | MICCAI | Reliable DL-Based Referable Diabetic Retinopathy and Diabetic Macular Edema Detection Using Ultra-widefield Fundus Images. | Saif Khalid Musluh, Ammar M. Okran, Saddam Abdulwahab, Hatem A. Rashwan, Domenec Puig |
| 2024 | MICCAI | Deep Self-supervised Learning for Ultra-widefield Fundus Image Quality Assessment. | Ammar M. Okran, Saif Khalid Musluh, Saddam Abdulwahab, Domenec Puig, Hatem A. Rashwan |
| 2022 | MICCAI | Automatic Semi-supervised Left Atrial Segmentation Using Deep-Supervision 3DResUnet with Pseudo Labeling Approach for LAScarQS 2022 Challenge. | Moona Mazher, Abdul Qayyum, Mohamed Abdel-Nasser, Domenec Puig |
| 2021 | MICCAI | Automatic Segmentation of Head and Neck (H&N) Primary Tumors in PET and CT Images Using 3D-Inception-ResNet Model. | Abdul Qayyum, Abdesslam Benzinou, Moona Mazher, Mohamed Abdel-Nasser, Domenec Puig |
| 2019 | RO-MAN | Stakeholders Acceptance and Expectations of Robot-Assisted Therapy for Children with Autism Spectrum Disorder. | Joan Oliver, Rebeca Olivn, Jainendra Shukla, Annabel Folch, Rafael Martnez-Leal, Mireia Castell, Domenec Puig |
| 2018 | ECCV | MACNet: Multi-scale Atrous Convolution Networks for Food Places Classification in Egocentric Photo-Streams. | Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Estefana Talavera, Syeda Furruka Banu, Petia Radeva, Domenec Puig |
| 2018 | MICCAI | SLSDeep: Skin Lesion Segmentation Based on Dilated Residual and Pyramid Pooling Networks. | Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Syeda Furruka Banu, Adel Saleh, Vivek Kumar Singh, Forhad U. H. Chowdhury, Saddam Abdulwahab, Santiago Roman, Petia Radeva, Domenec Puig |
| 2018 | MICCAI | Conditional Generative Adversarial and Convolutional Networks for X-ray Breast Mass Segmentation and Shape Classification. | Vivek Kumar Singh, Santiago Roman, Hatem A. Rashwan, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Saddam Abdulwahab, Jordina Torrents-Barrena, Adel Saleh, Miguel Arquez, Meritxell Arenas, Domenec Puig |
| 2017 | RO-MAN | Effectiveness of socially assistive robotics during cognitive stimulation interventions: Impact on caregivers. | Jainendra Shukla, Miguel Barreda-ngeles, Joan Oliver, Domenec Puig |
| 2016 | ECCV | Fusing Convolutional Neural Networks with a Restoration Network for Increasing Accuracy and Stability. | Hamed H. Aghdam, Elnaz Jahani Heravi, Domenec Puig |
| 2016 | ECCV | Training a Mentee Network by Transferring Knowledge from a Mentor Network. | Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig |
| 2016 | ICMV | Classification of foods by transferring knowledge from ImageNet dataset. | Elnaz Jahani Heravi, Hamed H. Aghdam, Domenec Puig |
| 2015 | CAIP | A New One Class Classifier Based on Ensemble of Binary Classifiers. | Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig |
| 2015 | ICMV | Toward an optimal convolutional neural network for traffic sign recognition. | Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig |
| 2015 | ICMV | An unsupervised method for summarizing egocentric sport videos. | Hamed Habibi Aghdam, Elnaz Jahani Heravi, Domenec Puig |
| 2015 | ICMV | Weighting video information into a multikernel SVM for human action recognition. | Jordi Bautista-Ballester, Jaume Vergs-Llah, Domenec Puig |
| 2015 | ICMV | A deep convolutional neural network for recognizing foods. | Elnaz Jahani Heravi, Hamed Habibi Aghdam, Domenec Puig |
| 2014 | ICPR | Adaptive Probabilistic Thresholding Method for Accurate Breast Region Segmentation in Mammograms. | Hamed Habibi Aghdam, Domenec Puig, Agusti Solanas |
| 2014 | ICPR | A Novel Mammography Image Representation Framework with Application to Image Registration. | Said Pertuz, Carme Juli, Domenec Puig |
| 2013 | EDBT | A trustworthy database for privacy-preserving video surveillance. | Antoni Martnez-Ballest, Hatem A. Rashwan, Jordi Castell-Roca, Domenec Puig |
| 2012 | PERCOM | Towards a trustworthy privacy in pervasive video surveillance systems. | Antoni Martnez-Ballest, Hatem A. Rashwan, Domenec Puig, Antonia Paniza Fullana |
| 2011 | ICIP | Supervised texture segmentation through a multi-level pixel-based classifier based on specifically designed filters. | Jaime Melendez, Xavier Girons, Domenec Puig |
| 2010 | ICPR | On Adapting Pixel-based Classification to Unsupervised Texture Segmentation. | Jaime Melendez, Domenec Puig, Miguel ngel Garca |
| 2010 | ICPR | Robust Color Image Segmentation through Tensor Voting. | Rodrigo Moreno, Miguel ngel Garca, Domenec Puig |
| 2010 | ICPR | Improving Shape-from-Focus by Compensating for Image Magnification Shift. | Said Pertuz, Domenec Puig, Miguel ngel Garca |
| 2009 | CAIP | On Adapting the Tensor Voting Framework to Robust Color Image Denoising. | Rodrigo Moreno, Miguel ngel Garca, Domenec Puig, Carme Juli |
| 2009 | ICIP | Gabor-based texture classification through efficient prototype selection via normalized cut. | Jaime Melendez, Domenec Puig, Miguel ngel Garca |
| 2009 | ICIP | Robust color edge detection through tensor voting. | Rodrigo Moreno, Miguel ngel Garca, Domenec Puig, Carme Juli |
| 2009 | ICIP | A new methodology for evaluation of edge detectors. | Rodrigo Moreno, Domenec Puig, Carme Juli, Miguel ngel Garca |
| 2007 | CAIP | Comparative Evaluation of Classical Methods, Optimized Gabor Filters and LBP for Texture Feature Selection and Classification. | Jaime Melendez, Domenec Puig, Miguel ngel Garca |
| 2005 | IBPRIA | Automatic Selection of Multiple Texture Feature Extraction Methods for Texture Pattern Classification. | Domenec Puig, Miguel ngel Garca |
| 2003 | IBPRIA | Pixel-Based Texture Classification by Integration of Multiple Texture Feature Evaluation Windows. | Domenec Puig, Miguel ngel Garca |
| 2003 | ICIP | Pixel classification through divergence-based integration of texture methods with conflict resolution. | Domenec Puig, Miguel ngel Garca |
| 2002 | ICIP | Recognizing specific texture patterns by integration of multiple texture methods. | Miguel ngel Garca, Domenec Puig |
| 2002 | ICPR | Improving Texture Pattern Recognition by Integration of Multiple Texture Feature Extraction Methods. | Miguel ngel Garca, Domenec Puig |