Thèse de doctorat : Università della Svizzera italiana, 2021 ; 2021INFO014.
This thesis explores the field of graph neural networks, a class of deep learning models designed to learn representations of graphs. We organise the work into two parts. In the first part, we focus on the essential building blocks of graph neural networks. We present three novel operators for learning graph representations: one graph convolutional layer and two methods for pooling. We put...
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In: European Journal of Nuclear Medicine and Molecular Imaging, 2015, vol. 42, no. 7, p. 1133-1143
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In: Social Psychiatry and Psychiatric Epidemiology, 2015, vol. 50, no. 3, p. 407-418
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In: Brain Topography, 2015, vol. 28, no. 2, p. 305-317
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In: Epilepsy & Behavior, 2020, vol. 112, p. 107437
Epilepsy affects at least 50 million individuals worldwide, especially in sub-Saharan Africa (sSA). Cognitive impairment is common in people with epilepsy (PWE) yet, little is known on the burden of cognitive impairment in people with epilepsy in sSA. This study was thus designed to assess cognitive impairment in PWE or epilepsy- associated neurocognitive disorders (EAND) in a rural...
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In: Frontiers in Immunology, 2018, vol. 9, p. -
The mechanisms underlying the non-antimicrobial immunomodulatory properties of macrolides are not well understood.Objectives: To systematically review the evidence for the immunomodulatory properties of macrolides in humans and to describe the underlying mechanism and extent of their influence on the innate and adaptive immune system.Methods: A systematic literature search was done in MEDLINE...
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In: Clinical Neuroradiology, 2014, vol. 24, no. 1, p. 5-15
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In: Journal of Inherited Metabolic Disease, 2014, vol. 37, no. 5, p. 831-840
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In: Brain Topography, 2014, vol. 27, no. 2, p. 318-327
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In: Journal of Comparative Neurology, 2018, vol. 526, no. 13, p. 2115–2132
The entorhinal cortex is a prominent structure of the medial temporal lobe, which plays a pivotal role in the interaction between the neocortex and the hippocampal formation in support of declarative and spatial memory functions. We implemented design‐based stereological techniques to provide estimates of neuron numbers, neuronal soma size, and volume of different layers and subdivisions of...
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