no code implementations • 8 Nov 2022 • Raffaella Fiamma Cabini, Anna Pichiecchio, Alessandro Lascialfari, Silvia Figini, Mattia Zanella
In this work, we apply a kinetic version of a bounded confidence consensus model to biomedical segmentation problems.
no code implementations • 6 May 2021 • Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci, Silvia Figini, Alessandro Lascialfari, Francesco Laruina, Piernicola Oliva, Stefano Piffer, Ian Postuma, Lisa Rinaldi, Cinzia Talamonti, Alessandra Retico
On an independent and publicly available benchmark dataset, the Dice values measured between the masks predicted by LungQuant system and the reference ones were 0. 95$\pm$0. 01 and 0. 66$\pm$0. 13 for the segmentation of lungs and COVID-19 lesions, respectively.
1 code implementation • 14 May 2020 • Linda Bianchini, Joao Santinha, Nuno Loução, Mario Figueiredo, Francesca Botta, Daniela Origgi, Marta Cremonesi, Enrico Cassano, Nikolaos Papanikolaou, Alessandro Lascialfari
In this study we investigated the repeatability and reproducibility of radiomic features extracted from MRI images and provide a workflow to identify robust features.