A Comparative Study of Machine Learning Approaches for Autism Detection in Children from Imaging Data

V Ponzi, S Russo, A Wajda, C Napoli - CEUR WORKSHOP …, 2022 - iris.uniroma1.it
Abstract Autism Spectrum Disorder (ASD) is a neurodevelopmental condition that affects
language, communication, cognitive, and social skills. Early detection of ASD in children is …

[PDF][PDF] Exploiting Robots as Healthcare Resources for Epidemics Management and Support Caregivers

C Napoli, C Napoli, V Ponzi, A Puglisi, S Russo… - 2024 - ceur-ws.org
The COVID-19 emergency has exposed the fragility of many Health Care Systems around
the world. Two major critical factors have been related to the management of critical care …

An Automatic CNN-based Face Mask Detection Algorithm Tested During the COVID-19 Pandemics

G De Magistris, E Iacobelli, R Brociek… - CEUR WORKSHOP …, 2022 - iris.uniroma1.it
The ongoing COVID-19 pandemic has highlighted the importance of wearing face masks as
a preventive measure to reduce the spread of the virus. In medical settings, such as …

[PDF][PDF] A Custom Learning Algorithm for Disease Prediction

A Zuber, D Mas, J Rejdych, M Rojczyk - learning, 2022 - ceur-ws.org
This article is a summary of our work, which goal was to predict diseases based on given
symptoms using different machine learning classifiers from sklearn library as well as to …

[PDF][PDF] Tree-based Algorithms for Cardiovascular Disease Prediction.

M Filipek - ICYRIME, 2022 - ceur-ws.org
One of the issues data scientists run into the most frequently is the classification issue. We
can separate the available data into discrete values with the use of classification. Numerous …