Nadia Mammone

A novel multi-modal machine learning based approach for automatic classification of EEG recordings in dementia

Cosimo Ieracitano, Nadia Mammone, Amir Hussain et al. · Neural Networks · 2019 · 328 citations

Medicine, Neurology, Neuroscience +16

A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings

Cosimo Ieracitano, Nadia Mammone, Alessia Bramanti et al. · Neurocomputing · 2018 · 289 citations

Medicine, Neurology, Neuroscience +17

Automatic Artifact Rejection From Multichannel Scalp EEG by Wavelet ICA

Nadia Mammone, Fabio La Foresta, Francesco Carlo Morabito · IEEE Sensors Journal · 2011 · 275 citations

Engineering, Bioengineering, Biomedical Engineering +16

A deep CNN approach to decode motor preparation of upper limbs from time–frequency maps of EEG signals at source level

Nadia Mammone, Cosimo Ieracitano, Francesco Carlo Morabito · Neural Networks · 2020 · 152 citations

Life Sciences, Biomedical Engineering, Neuroscience +17

A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray images

Cosimo Ieracitano, Nadia Mammone, Mario Versaci et al. · Neurocomputing · 2022 · 151 citations · Full text

Computing, Computer Science, Infectious Diseases +15