Biomedical Applications

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

Publications

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.
Combalia M, Vilaplana V. Monte-Carlo Sampling applied to Multiple Instance Learning for Whole Slide Image Classification. In: International Conference on Medical Imaging with Deep Learning. International Conference on Medical Imaging with Deep Learning. Amsterdam, The Netherlands; 2018.
Sánchez I, Vilaplana V. Brain MRI Super-Resolution using Generative Adversarial Networks. In: International Conference on Medical Imaging with Deep Learning. International Conference on Medical Imaging with Deep Learning. Amsterdam, The Netherlands; 2018.
Górriz M, Aparicio A, Raventós B, López-Codina D, Vilaplana V, Sayrol E. Leishmaniasis Parasite Segmentation and Classification Using Deep Learning. In: International Conference on Articulated Motion and Deformable Objects. International Conference on Articulated Motion and Deformable Objects. Palma, Spain; 2018.
Gullón N. Retinal lesions segmentation using CNNs and adversarial training Vilaplana V. 2018 .
Batiste G. Generative Adversarial Networks for Anomaly Detection in Images Vilaplana V. 2018 .

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