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Università della Svizzera italiana

Posterior reversible leukoencephalopathy syndrome associated with acute postinfectious glomerulonephritis : systematic review

Orlando, Corinne ; Milani, Gregorio P. ; Simonetti, Giacomo D. ; Goeggel Simonetti, Barbara ; Lava, Sebastiano A. G. ; Wyttenbach, Rolf ; Bianchetti, Mario G. ; Cristallo Lacalamita, Marirosa

In: Pediatric nephrology, 2021, p. 9

Background Kidney diseases are a recognized cause of posterior reversible leukoencephalopathy syndrome, usually abbreviated as PRES. The purpose of this review was to systematically address the association between acute postinfectious glomerulonephritis and PRES. Methods We performed a systematic review of the literature on acute postinfectious glomerulonephritis associated with PRES. The...

Università della Svizzera italiana

Graph neural networks : operators and architectures

Grattarola, Daniele ; Alippi, Cesare (Dir.) ; Livi, Lorenzo (Codir.)

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...