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Pina O, Vilaplana V. Layer-Wise Training of Graph Neural Networks With Self-Supervised Learning. IEEE Transactions on Neural Networks and Learning Systems,. In Press;.
2025
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.
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.
Lems CM, Klubíčková N, , Lee T, Vilaplana V, Fernández PLuis, et al.. 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). Boston, USA: Laboratory Investigation, Volume 105, Issue 3, Supplement, 2025, 103609, ISSN 0023-6837; 2025.
Lems CM, Klubíčková N, , Lee T, Vilaplana V, Fernández PLuis, et al.. 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). Boston, USA: Laboratory Investigation, Volume 105, Issue 3, Supplement, 2025, 103609, ISSN 0023-6837; 2025.
2024
Barrabés M, Perera M, Novelle V, Moriano X, Giró-i-Nieto X, Mas-Montserrat D, et al.. Advances in Biomedical Missing Data Imputation: A Survey. IEEE Access. 2024;.
Hernandez C, Combalia M, Podlipnik S, Codella NCF, Rotemberg V, Halpern AC, et al.. Bcn20000: Dermoscopic lesions in the wild. Nature - Scientific Data. 2024;11.
Hernandez C, Combalia M, Podlipnik S, Codella NCF, Rotemberg V, Halpern AC, et al.. Bcn20000: Dermoscopic lesions in the wild. Nature - Scientific Data. 2024;11.
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). 2024.
Perez-Cano J, Valero ISansano, Anglada D, Pina O, Salembier P, Marqués F. Combining graph neural networks and computer vision methods for cell nuclei classification in lung tissue. Heliyon. 2024;10(7).  (4.05 MB)
Perez-Cano J, Valero ISansano, Anglada D, Pina O, Salembier P, Marqués F. Combining graph neural networks and computer vision methods for cell nuclei classification in lung tissue. Heliyon. 2024;10(7).  (4.05 MB)
Anglada D, Sala J, Marqués F, Salembier P, Pardàs M. Enhancing Ki-67 Cell Segmentation with Dual U-Net Models: A Step Towards Uncertainty-Informed Active Learning. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. IEEE; 2024.  (838.72 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. In 4th European Symposium on Fire Safety Science. Barcelona: IOP J. Phys.: Conf. Ser.; 2024.  (708.59 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. IOP Journal of Physics: Conference Series. 2024;2885(1).  (818.71 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. IOP Journal of Physics: Conference Series. 2024;2885(1).  (818.71 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. In 4th European Symposium on Fire Safety Science. Barcelona: IOP J. Phys.: Conf. Ser.; 2024.  (708.59 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. In 4th European Symposium on Fire Safety Science. Barcelona: IOP J. Phys.: Conf. Ser.; 2024.  (708.59 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. IOP Journal of Physics: Conference Series. 2024;2885(1).  (818.71 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. In 4th European Symposium on Fire Safety Science. Barcelona: IOP J. Phys.: Conf. Ser.; 2024.  (708.59 KB)
Blanco JA, Pardàs M, Casas J, Paugam R, Agueda A, Wagner J, et al.. Estimation of 3D Shape and Volume of Fire Plumes from Multiple Views. IOP Journal of Physics: Conference Series. 2024;2885(1).  (818.71 KB)
Dios F, Torres-Benito S, Lázaro JA, Casas J, Pinazo J, Lerín A. Experimental evaluation of a MIMO radar performance for ADAS application. Telecom. 2024;5(3):508-521.  (1.15 MB)
Pina O, Vilaplana V. Feature propagation as self-supervision signals on graphs. Knowledge-Based Systems. 2024;289.
Hernandez C, Pachón-García C, Delicado P, Vilaplana V. 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.
Pachón-García C, Hernandez C, Delicado P, Vilaplana V. SurvLIMEpy: A Python package implementing SurvLIME. Expert Systems With Applications. 2024;237, Part C.
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. 2024.

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