Publications by authors named "Francesca Bertolino"
Front Neuroinform
March 2023
Article Synopsis
- This study explores the effectiveness of a Convolutional Neural Network (CNN) in creating parametric maps from CT perfusion data in patients with acute ischemic stroke.
- The CNN was trained on 100 pre-processed datasets, and its performance was assessed by comparison with ground truth maps generated by a deconvolution algorithm, showing high accuracy and strong inter-rater agreement.
- The results indicate that CNN-based perfusion maps can accurately reflect ischemic areas, suggesting promising advancements in machine learning applications for medical imaging and analysis.*
