Search Results for author: Giuseppe Placidi

Found 5 papers, 1 papers with code

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

no code implementations15 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 implementations26 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

Convolutional Neural Networks for Automatic Detection of Artifacts from Independent Components Represented in Scalp Topographies of EEG Signals

no code implementations8 Sep 2020 Giuseppe Placidi, Luigi Cinque, Matteo Polsinelli

Artifacts, due to eye movements and blink, muscular/cardiac activity and generic electrical disturbances, have to be recognized and eliminated to allow a correct interpretation of the useful brain signals (UBS) of EEG.

EEG

A Light CNN for detecting COVID-19 from CT scans of the chest

no code implementations24 Apr 2020 Matteo Polsinelli, Luigi Cinque, Giuseppe Placidi

OVID-19 is a world-wide disease that has been declared as a pandemic by the World Health Organization.

General Classification Specificity +1

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