Antonella Santone

Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli et al. · Computer Methods and Programs in Biomedicine · 2020 · 622 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +12

Diabetes Mellitus Affected Patients Classification and Diagnosis through Machine Learning Techniques

Francesco Mercaldo, Vittoria Nardone, Antonella Santone · Procedia Computer Science · 2017 · 158 citations · Full text

Engineering, Machine Learning, Real-world Data +21

An ensemble learning approach for brain cancer detection exploiting radiomic features

Luca Brunese, Francesco Mercaldo, Alfonso Reginelli et al. · Computer Methods and Programs in Biomedicine · 2019 · 129 citations

Ensemble Learning Approach, Engineering, Machine Learning +14

Deep learning for image-based mobile malware detection

Francesco Mercaldo, Antonella Santone · Journal of Computer Virology and Hacking Techniques · 2020 · 117 citations

Convolutional Neural Network, Machine Vision, Machine Learning +6

Human behavior characterization for driving style recognition in vehicle system

Fabio Martinelli, Francesco Mercaldo, Albina Orlando et al. · Computers & Electrical Engineering · 2018 · 116 citations

Machine Vision, Image Analysis, Engineering +11