Biomedical Applications

Type Start End
Internal Jan 2012 Dec 2020
Responsible URL
Verónica Vilaplana

Publications

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.
Bakas S, Reyes M, Jakab A, Bauer S, Casamitjana A, Vilaplana V, Al. et. Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge. In: MICCAI - Multimodal Brain Tumor Segmentation Challenge. MICCAI - Multimodal Brain Tumor Segmentation Challenge. ; 2018.
Petrone P, Casamitjana A, Falcon C, Artigues M, Operto G, Skouras S, Molinuevo JL, Vilaplana V, Gispert JD. Characteristic Brain Volumetric Changes in the AD Preclinical Signature. Alzheimer's & Dementia: The Journal of the Alzheimer's Association. 2018 ;14(7):P1235.
Casamitjana A, Petrone P, Artigues M, Molinuevo JL, Gispert JD, Vilaplana V. Projection to Latent Spaces Disentangles Specific Cerebral Morphometric Patterns Associated to Aging and Preclinical AD. Alzheimer's & Dementia: The Journal of the Alzheimer's Association . 2018 ;14(7):P869-P870.
Casamitjana A, Petrone P, Tucholka A, Falcon C, Skouras S, Molinuevo JLuis, Vilaplana V, Gispert JD. MRI-Based Screening of Preclinical Alzheimer's Disease for Prevention Clinical Trials. Journal of Alzheimer's Disease. 2018 ;64(4).
Casamitjana A, Petrone P, Artigues M, Molinuevo JL, Gispert JD, Vilaplana V. Projection to Latent Spaces Disentangles Specific Cerebral Morphometric Patterns Associated to Aging and Preclinical AD. In: Alzheimer's Association International Conference. Alzheimer's Association International Conference. Chicago, USA; 2018.
Petrone P, Casamitjana A, Falcon C, Artigues M, Operto G, Skouras S, Cacciaglia R, Molinuevo JL, Vilaplana V, Gispert JD. Characteristic Brain Volumetric Changes in the AD Preclinical Signature. In: Alzheimer's Association International Conference. Alzheimer's Association International Conference. Chicago, USA; 2018.

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