Publications
Journal Articles
| . Advances in Biomedical Missing Data Imputation: A Survey. IEEE Access. In Press;. |
| . Twenty years of AFORO: New developments and connections enhancing otolith research. Fisheries Research. 2025;281. |
| . Experimental evaluation of a MIMO radar performance for ADAS application. Telecom. 2024;5(3):508-521. |
| . Bcn20000: Dermoscopic lesions in the wild. Nature - Scientific Data. 2024;11. |
| . Feature propagation as self-supervision signals on graphs. Knowledge-Based Systems. 2024;289. |
Book Chapters & Books top
| . Interpreting Machine Learning Models for Survival Analysis: A Study of Cutaneous Melanoma Using the SEER Database. In Explainable Artificial Intelligence and Process Mining Applications for Healthcare,. Springer, Cham; 2024. |
| . MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures. In Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2020. Springer International Publishing; 2021. pp. 376-390. |
| . Unsupervised GRN Ensemble. In Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . New York, NY: Springer science, Humana Press; 2019. pp. 283-302. |
| . Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer’s Disease. In PRedictive Intelligence in MEdicine. Springer International Publishing; 2018. pp. 60-67. |
| . Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. In Articulated Motion and Deformable Objects. Springer International Publishing; 2018. pp. 53-62. |
Conference Papers top
| . Lossless and Lossy Compression for Distributed Acoustic Sensing Using Inter-channel Predictions. In SSA Photonic Seismology 2024. Vancouver; In Press. |
| . Fast unsupervised tensor restoration via low-rank deconvolution. In IEEE International Conference on Image Processing (ICIP). Abu Dhabi: IEEE; In Press. |
| . Identifying brain ageing trajectories using variational autoencoders with regression model in neuroimaging data stratified by sex and validated against dementia-related risk factors. In 7th International Workshop on PRedictive Intelligence in MEdicine, MICCAI 2024. In Press. |
| . Breast Cancer Molecular Subtyping from H&E Whole Slide Images using Foundation Models and Transformers. In Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care, MICCAI 2024. In Press. |
| . Synthesis of Prostate MRI Scans: A Comparison of StyleGAN2-ADA and Latent Diffusion Models. In Conferencia de la Asociación Española para la Inteligencia Artificial, IABioMed workshop. 2024. |
Theses top
| . BIOLOGICAL BRAIN-AGE PREDICTION USING MACHINE LEARNING ON NEUROIMAGING DATA: LINKS WITH PATHOPHYSIOLOGICAL MECHANISMS, DEMENTIA RISK FACTORS AND COGNITIVE DECLINE. Department of Experimental and Health Sciences (DCEXS), Universitat Pompeu Fabra. 2024. |
. Hyper-Representations: Learning from Populations of Neural Networks. . University of St. Gallen. 2024.  (18.12 MB) |
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. Knowledge graph population from news streams. Signal Theory and Communications. [Barcelona, Catalonia]: Universitat Politècnica de Catalunya; 2023. (6.07 MB) |
| . Graph Convolutional Neural Networks for 3D Data Analysis. . Signal Theory and Communications. [Barcelona]: Universitat Politècnica de Catalunya; 2023. |
| . Super-resolution and semantic segmentation of remote sensing images using deep learning techniques. Signal Theory and Communications Department. 2022. |
Other top
| . A method, system and computer programs to automatically transform an image. European Patent Office. 2022. | Patent |
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. Sign Language Translation based on Transformers for the How2Sign Dataset. . 2022 . (1.56 MB) |
Report |
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. Multimodal 3D Hand Pose Enhancement for Sign Language. . 2022 . (1.2 MB) |
Report |
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. Sign-Language Translation with Pseudo-Glosses. 2022. (7.51 MB) |
Ms Thesis |
| . Topic Detection from Sign Language Videos. . 2022. | Ms Thesis |