Biomedical Applications

Type Start End
Internal Jan 2012 Dec 2024
Responsible URL
Verónica Vilaplana

Publications

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)
Casamitjana A. Study of early stages of Alzheimer’s disease using magnetic resonance imaging Vilaplana V. Signal Theory and Communications. 2019 ;PhD.
Domenech T. Clasificación de imágenes dermatoscópicas utilizando Redes Neuronales Convolucionales e información de metadatos Vilaplana V. 2019 .
Casals R. Synthesis of acne images for data augmentation with generative adversarial networks Vilaplana V. 2019 .
Domingo P. Interpretability of Deep Learning Models Vilaplana V. 2019 .
Tarrés L. Clasificación de lesiones de piel con un ensemble de redes neuronales residuales Vilaplana V, Combalia M. 2019 .
Caros M. A Generative Dialogue System for Reminiscence Therapy Radeva P, Giró-i-Nieto X. 2019 . (4.89 MB)
Bellot P, Salembier P, Pham NC, Meyer PE. Unsupervised GRN Ensemble. In: Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . Vol. 1883. Sanguinetti G., Huynh-Thu V. (eds) Methods in Molecular Biology . New York, NY: Springer science, Humana Press; 2019. pp. 283-302.
Casamitjana A, Vilaplana V, Petrone P, Molinuevo JLuis, Gispert JD. Shared latent structures between imaging features and biomarkers in early stages of Alzheimer's disease. In: Workshop on Predictive Intelligence in Medicine (PRIME), MICCAI. Workshop on Predictive Intelligence in Medicine (PRIME), MICCAI. Granada, Spain; 2018.
Combalia M, Vilaplana V. Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification. In: Workshop on Deep Learning in Medical Image Analysis, MICCAI. Workshop on Deep Learning in Medical Image Analysis, MICCAI. Granada, Spain; 2018.

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