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Cumplido-Mayoral I, Sánchez-Benavides G, Alomà MMilà, Falcon C, Cacciaglia R, Minguillon C, Molinuevo JL, Calvet MSuarez, Vilaplana V, Gispert JD. Neuroimaging-derived biological brain age and its associations with glial reactivity and synaptic dysfunction cerebrospinal fluid biomarkers. Molecular psychiatry. In Press . |
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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; In Press. |
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Hernandez C, Podlipnik S, Ficapal J, Puig S, Malvehy J, Vilaplana V. Comparative Analysis and Interpretability of Survival Models for Melanoma Prognosis. Computers in Biology and Medicine. 2025 ;190. |
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Lems CM, Klubíčková N, , Lee T, Vilaplana V, Fernández PLuis, Pons L, Poceviciute M, Khalili N, Ciompi F. Towards a multicentric open DigitAL PatHology assIstant beNchmark: Initial Results from the DALPHIN Study. In: United States & Canadian Academy of Pathology 114th Annual Meeting (USCAP 2025). United States & Canadian Academy of Pathology 114th Annual Meeting (USCAP 2025). Boston, USA: Laboratory Investigation, Volume 105, Issue 3, Supplement, 2025, 103609, ISSN 0023-6837; 2025. |
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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. |
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Hernandez C. Implementation of personalized medicine in malignant melanoma patients aided by artificial intelligence Vilaplana V. Signal Theory and Communications. 2024 ;PhD. |
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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. |
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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. |
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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. |
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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. |
