|
Jimenez L, Hernandez C, Vilaplana V. Breast Cancer Molecular Subtyping from H&E Whole Slide Images using Foundation Models and Transformers. In: Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care. Vol. 15451. Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care. Springer; 2025. |
|
Calm B, Cumplido-Mayoral I, Gispert JDomingo, Vilaplana V. Identifying brain ageing trajectories using variational autoencoders. In: PRedictive Intelligence in MEdicine. Vol. 15155. PRedictive Intelligence in MEdicine. Springer International Publishing; 2025. |
|
Hernandez C. Implementation of personalized medicine in malignant melanoma patients aided by artificial intelligence Vilaplana V. Signal Theory and Communications. 2024 ;PhD. |
|
Jimenez L, Hernandez C, Vilaplana V. 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. Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care, MICCAI 2024. ; 2024. |
|
Calm B, Cumplido-Mayoral I, Gispert JDomingo, Vilaplana V. 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. 7th International Workshop on PRedictive Intelligence in MEdicine, MICCAI 2024. ; 2024. |
|
Pina O, Dorca E, Vilaplana V. Cell-DETR: Efficient cell detection and classification in WSIs with transformers. In: Medical Imaging with Deep Learning (MIDL 2024). Medical Imaging with Deep Learning (MIDL 2024). ; 2024. |
|
Pina O, Vilaplana V. Unsupervised Domain Adaptation for Multi-Stain Cell Detection in Breast Cancer with Transformers. In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (DEF-AI-MIA workshop). IEEE/CVF Conference on Computer Vision and Pattern Recognition (DEF-AI-MIA workshop). ; 2024. |
|
Giardina C, Vilaplana V, Pardàs M, Guardia O. 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. Conferencia de la Asociación Española para la Inteligencia Artificial, IABioMed workshop. ; 2024. |
|
Hernandez C, Jimenez L, Vilaplana V. Bridging Domains in Melanoma Diagnostics: Predicting BRAF Mutations and Sentinel Lymph Node Positivity with Attention-Based Models in Histological Images. In: IEEE/CVF Conference on Computer Vision and Pattern Recognition (DEF-AI-MIA workshop). IEEE/CVF Conference on Computer Vision and Pattern Recognition (DEF-AI-MIA workshop). ; 2024. |
|
Cumplido-Mayoral I. Biological brain-age prediction using Machine Learning on neuroimaging data: Links with pathophysiological mechanisms, dementia risk factors and cognitive decline Vilaplana V, Gispert JD. Department of Experimental and Health Sciences (DCEXS), Universitat Pompeu Fabra. 2024 ;Doctorate program in Biomedicine. |
