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Casamitjana A, Petrone P, Falcon C, Artigues M, Operto G, Cacciaglia R, Molinuevo JL, Vilaplana V, Gispert JD. Detection of Amyloid Positive Cognitively unimpaired individuals using voxel-based machine learning on structural longitudinal brain MRI. In: Alzheimer's Association International Conference. Alzheimer's Association International Conference. ; 2019. |
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Combalia M, Pérez-Anker J, García-Herrera A, Alos L, Vilaplana V, Marques F, Puig S, Malvehy J. Digitally Stained Confocal Microscopy through Deep Learning. In: International Conference on Medical Imaging with Deep Learning (MIDL 2019). International Conference on Medical Imaging with Deep Learning (MIDL 2019). London; 2019. |
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Gullón N, Vilaplana V. Retinal lesions segmentation using CNNs and adversarial training. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; 2019. |
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Isart A, Espasa M, Vilaplana V, Sayrol E. CNN-based bacilli detection in sputum samples for tuberculosis diagnosis. In: International Symposium on Biomedical Imaging (ISBI 2019). International Symposium on Biomedical Imaging (ISBI 2019). ; 2019. |
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Kuijf H, Biesbroek M, de Bresser J, Heinen R, Andermatt S, Bento M, Berseth M, Belyaev M, Cardoso J, Casamitjana A, et al. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities; Results of the WMH Segmentation Challenge. IEEE Transactions on Medical Imaging. 2019 . |
Górriz M, Antony J, McGuinness K, Giró-i-Nieto X, O'Connor N. Assessing Knee OA Severity with CNN attention-based end-to-end architectures. In: International Conference on Medical Imaging with Deep Learning (MIDL) 2019. International Conference on Medical Imaging with Deep Learning (MIDL) 2019. London, United Kingdom: JMLR; 2019. (3.1 MB) |
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Casamitjana A. Study of early stages of Alzheimer’s disease using magnetic resonance imaging Vilaplana V. Signal Theory and Communications. 2019 ;PhD. |
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Domenech T. Clasificación de imágenes dermatoscópicas utilizando Redes Neuronales Convolucionales e información de metadatos Vilaplana V. 2019 . |
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Casals R. Synthesis of acne images for data augmentation with generative adversarial networks Vilaplana V. 2019 . |
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Domingo P. Interpretability of Deep Learning Models Vilaplana V. 2019 . |
