2 papers
eess.IV2022
UniToBrain dataset: a Brain Perfusion Dataset
Daniele Perlo, Enzo Tartaglione, Umberto Gava +3
The CT perfusion (CTP) is a medical exam for measuring the passage of a bolus of contrast solution through the brain on a pixel-by-pixel basis. The objective is to draw "perfusion…
eess.IV2021
Neural Network-derived perfusion maps: a Model-free approach to computed tomography perfusion in patients with acute ischemic stroke
Umberto A. Gava, Federico D'Agata, Enzo Tartaglione +5
Purpose: In this study we investigate whether a Convolutional Neural Network (CNN) can generate clinically relevant parametric maps from CT perfusion data in a clinical setting of…