On the $k$-Hamming and $k$-Edit Distances

no code implementations • 15 Jun 2023 • Chiara Epifanio, Luca Forlizzi, Francesca Marzi, Filippo Mignosi, Giuseppe Placidi, Matteo Spezialetti

In this paper we consider the weighted $k$-Hamming and $k$-Edit distances, that are natural generalizations of the classical Hamming and Edit distances.

Ensemble CNN and Uncertainty Modeling to Improve Automatic Identification/Segmentation of Multiple Sclerosis Lesions in Magnetic Resonance Imaging

no code implementations • 26 Aug 2021 • Giuseppe Placidi, Luigi Cinque, Daniela Iacoviello, Filippo Mignosi, Matteo Polsinelli

To date, several automated strategies for identification/segmentation of Multiple Sclerosis (MS) lesions with the use of Magnetic Resonance Imaging (MRI) have been presented, but they are outperformed by human experts, from whom they act very differently.

Specificity