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Frontiers | Higher Adherence to the Mediterranean Diet Is Associated With Preserved White Matter Integrity and Altered Structural Connectivity

The Mediterranean diet (MedDiet) has been associated with cognitive performance. Yet, controlled trials have yielded contradictory results. To tackle this controversy, a comprehensive multimodal analysis of the association of the MedDiet with cognitive performance and brain structure in normative aging is still necessary. To address this issue, community-dwellers ≥50 years from a cohort study on normative aging (n=76) underwent a i) magnetic resonance imaging session with two acquisitions: structural and Diffusion-Weighted Imaging; ii) neuropsychological battery of tests focusing on memory and executive functioning and iii) dietary assessment through the Mediterranean Diet Assessment Screener (MEDAS) 18 months prior to the brain imaging and neuropsychological assessment. We found that high adherence to the MedDiet (MEDAS≥10) was associated with higher values of fractional anisotropy and lower diffusivity values in the brain white matter. Similarly, high adherence to the MedDiet was ....

United States , United Kingdom , Eteläuomen Läi , Martin Moreno , Castilla La Manacha , City Of , Monte Carlo , Kure Liu , Alzheimers Dement , Seca Gm , Calouste Gulbenkian , Ridder Denise , Meddiet Schr , Le Bihan , Mac Leod , Innovative Training Network European Commission , Clinical Academic Center , Mathworks Inc , Tanita Corporation , International Standards , Montreal Neurological Institute , Welcome Department Of Imaging Neuroscience , Research Assistantship , Oxford University , Institute Of Neurology , Switchbox European Commission ,

Lack of practical identifiability may hamper reliable predictions in COVID-19 epidemic models

Lack of practical identifiability may hamper reliable predictions in COVID-19 epidemic models
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Gruppo Nazionale , Monte Carlo , Calcolo Scientifico , Civil Protection Department , Leverhulme Trust Research Fellowship , Presidency Of The Council Ministers , University Of Catania , Italian Ministry Of Instruction , Delayed Rejection Adaptive Metropolis , Markov Chain Monte Carlo , Italian Ministry , Alta Matematica Francesco Severi , Italian Civil Protection ,

Modeling uncertainty with PyTorch | Neural network parametrization of probability distributions

Modeling uncertainty by parametrizing a probability distribution with a neural network in PyTorch. ....

Monte Carlo , Markov Chain Monte Carlo , Hamiltonian Monte Carlo ,