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Brain structural alterations in cognitively unimpaired individuals with discordant amyloid-ß PET and CSF Aß42 status: findings using machine learning
(Wiley, 2021-12)
Article
Restricted access - publisher's policyBackground: CSF Aß42 is thought to show AD-related alterations earlier than amyloid-ß PET. Therefore, cognitively unimpaired (CU) individuals with abnormal CSF Aß42 and normal amyloid-ß PET are believed to be in the ... -
Machine learning on combined neuroimaging and plasma biomarkers for triaging participants of secondary prevention trials in Alzheimer’s disease
(Wiley, 2021-12)
Article
Restricted access - publisher's policyBackground: Plasma biomarkers have demonstrated excellent agreement with established markers of amyloid-ß (Aß) positivity (PET and CSF) to identify patients with symptomatic AD. However, their predictive capacity in ... -
Prediction of amyloid pathology in cognitively unimpaired individuals using structural MRI
(Wiley, 2021-12)
Article
Restricted access - publisher's policyBackground: Structural MRI measurements can contribute to the prediction of amyloid pathology in cognitively unimpaired (CU) individuals. In this work, we aimed at studying the predictive capacity, robustness, and ... -
Single-image super-resolution of sentinel-2 low resolution bands with residual dense convolutional neural networks
(Multidisciplinary Digital Publishing Institute (MDPI), 2021-12-09)
Article
Open AccessSentinel-2 satellites have become one of the main resources for Earth observation images because they are free of charge, have a great spatial coverage and high temporal revisit. Sentinel-2 senses the same location providing ... -
Real-time detection of overloads on the plasma-facing components of Wendelstein 7-X
(Multidisciplinary Digital Publishing Institute, 2021-12-16)
Article
Open AccessWendelstein 7-X (W7-X) is the leading experiment on the path of demonstrating that stellarators are a feasible concept for a future power plant. One of its major goals is to prove quasi-steady-state operation in a ... -
A dual network for super-resolution and semantic segmentation of sentinel-2 imagery
(Multidisciplinary Digital Publishing Institute (MDPI), 2021-11-12)
Article
Open AccessThere is a growing interest in the development of automated data processing workflows that provide reliable, high spatial resolution land cover maps. However, high-resolution remote sensing images are not always affordable. ... -
2D–3D geometric fusion network using multi-neighbourhood graph convolution for RGB-D indoor scene classification
(Elsevier, 2021-12)
Article
Restricted access - publisher's policyMulti-modal fusion has been proved to help enhance the performance of scene classification tasks. This paper presents a 2D-3D Fusion stage that combines 3D Geometric Features with 2D Texture Features obtained by 2D ... -
Advanced processing of multiplatform remote sensing imagery for the monitoring of coastal and mountain ecosystems
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Article
Open AccessCoastal areas are key to sustaining biodiversity, but their complexity and variability makes their analysis challenging. On the other hand, mountain ecosystems include a large percentage of the global biodiversity and their ... -
Mixed integration of CDIO skills into telecommunication engineering curricula
(2010)
Article
Open AccessSpain has been intensively involved in designing engineering curricula for the last two years and next academic year all engineering schools will be deploying all bachelor programs adapted to the EHEA and to the Spanish ... -
Projection to latent spaces disentangles pathological effects on brain morphology in the asymptomatic phase of Alzheimer's disease
(2020-07-28)
Article
Open AccessAlzheimer's disease (AD) continuum is defined as a cascade of several neuropathological processes that can be measured using biomarkers, such as cerebrospinal fluid (CSF) levels of Aß, p-tau, and t-tau. In parallel, brain ... -
Super-resolution of Sensinel-2 imagery using generative adversarial networks
(Multidisciplinary Digital Publishing Institute (MDPI), 2020-07-28)
Article
Open AccessSentinel-2 satellites provide multi-spectral optical remote sensing images with four bands at 10 m of spatial resolution. These images, due to the open data distribution policy, are becoming an important resource for several ... -
FuCiTNet: improving the generalization of deep learning networks by the fusion of learned class-inherent transformations
(Elsevier, 2020-10)
Article
Restricted access - publisher's policyIt is widely known that very small datasets produce overfitting in Deep Neural Networks (DNNs), i.e., the network becomes highly biased to the data it has been trained on. This issue is often alleviated using transfer ...
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