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Early glymphatic failure in AppNL-F knock-in mice is linked to parenchymal border macrophages loss

Amyloid-β (Aβ) accumulation is a hallmark of Alzheimer’s disease. Cerebral Aβ deposition is attenuated by a functional glymphatic system, in which perivascular entry of cerebrospinal fluid (CSF) and its exchange with interstitial fluid mediate solute clearance. Parenchymal border macrophages (PBMs), positioned along glymphatic pathways, are emerging as important players for glymphatic clearance. H

Applications of Diversity and the Self-Attention Mechanism in Neural Networks

This thesis covers three contributions in applications of neural networks. The first is related to diversity and ensemble learning, while the other two cover novel applications of the self-attention mechanism. An important aspect of training a neural network is the choice of objective function. Regression via Classification (RvC) is often used to tackle problems in deep learning where the target v

Right ventricular longitudinal function is linked to left ventricular filling pressure in patients with repaired tetralogy of fallot

Experimental data on pulmonary regurgitation has linked right ventricular longitudinal function to left ventricular filling pressure in animals with induced and treated pulmonary regurgitation but this relationship has not been investigated in patients with repaired Tetralogy of Fallot (rToF). The aim of this study was to determine if right ventricular longitudinal function assessed using cardiova

Model vs. Market - A comparison of VaR and ES estimation for sector ETFs using model based IGARCH and market implied volatility in the VWHS framework

Tail risk metrics such as VaR and, especially ES are and have become of great importance to both investors and financial institutions such as banks in determining their amount of loss absorbing capital given the Basel framework. Estimating these metrics have become trivial, but to do it accurately while also taking market conditions such as periods of market stress into account still presents chal