Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects
Mammone, Nadia, Ieracitano, Cosimo, Adeli, Hojjat, Bramanti, Alessia, Morabito, Francesco C.
Published in IEEE transaction on neural networks and learning systems (01.10.2018)
Published in IEEE transaction on neural networks and learning systems (01.10.2018)
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Journal Article
Permutation Disalignment Index as an Indirect, EEG-Based, Measure of Brain Connectivity in MCI and AD Patients
Mammone, Nadia, Bonanno, Lilla, Salvo, Simona De, Marino, Silvia, Bramanti, Placido, Bramanti, Alessia, Morabito, Francesco C
Published in International journal of neural systems (01.08.2017)
Published in International journal of neural systems (01.08.2017)
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Journal Article
A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings
Ieracitano, Cosimo, Mammone, Nadia, Bramanti, Alessia, Hussain, Amir, Morabito, Francesco C.
Published in Neurocomputing (Amsterdam) (05.01.2019)
Published in Neurocomputing (Amsterdam) (05.01.2019)
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Journal Article
A novel methodology for automated differential diagnosis of mild cognitive impairment and the Alzheimer’s disease using EEG signals
Amezquita-Sanchez, Juan P., Mammone, Nadia, Morabito, Francesco C., Marino, Silvia, Adeli, Hojjat
Published in Journal of neuroscience methods (01.07.2019)
Published in Journal of neuroscience methods (01.07.2019)
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Journal Article
Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects
Mammone, Nadia, De Salvo, Simona, Bonanno, Lilla, Ieracitano, Cosimo, Marino, Silvia, Marra, Angela, Bramanti, Alessia, Morabito, Francesco C.
Published in IEEE transactions on industrial informatics (01.01.2019)
Published in IEEE transactions on industrial informatics (01.01.2019)
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Journal Article
A New dispersion entropy and fuzzy logic system methodology for automated classification of dementia stages using electroencephalograms
Amezquita-Sanchez, Juan P., Mammone, Nadia, Morabito, Francesco C., Adeli, Hojjat
Published in Clinical neurology and neurosurgery (01.02.2021)
Published in Clinical neurology and neurosurgery (01.02.2021)
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Journal Article
Application of machine learning in predicting frailty syndrome in patients with heart failure
Szczepanowski, Remigiusz, Uchmanowicz, Izabella, Pasieczna-Dixit, Aleksandra H, Sobecki, Janusz, Katarzyniak, Radosław, Kołaczek, Grzegorz, Lorkiewicz, Wojciech, Kędras, Maja, Dixit, Anant, Biegus, Jan, Wleklik, Marta, Gobbens, Robbert J J, Hill, Loreena, Jaarsma, Tiny, Hussain, Amir, Barbagallo, Mario, Veronese, Nicola, Morabito, Francesco C, Kahsin, Aleksander
Published in Advances in clinical and experimental medicine : official organ Wroclaw Medical University (01.03.2024)
Published in Advances in clinical and experimental medicine : official organ Wroclaw Medical University (01.03.2024)
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Journal Article
A Permutation Disalignment Index-Based Complex Network Approach to Evaluate Longitudinal Changes in Brain-Electrical Connectivity
Mammone, Nadia, De Salvo, Simona, Ieracitano, Cosimo, Marino, Silvia, Marra, Angela, Corallo, Francesco, Morabito, Francesco
Published in Entropy (Basel, Switzerland) (01.10.2017)
Published in Entropy (Basel, Switzerland) (01.10.2017)
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Journal Article
Clustering of entropy topography in epileptic electroencephalography
Mammone, Nadia, Inuso, Giuseppina, La Foresta, Fabio, Versaci, Mario, Morabito, Francesco C.
Published in Neural computing & applications (01.09.2011)
Published in Neural computing & applications (01.09.2011)
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Journal Article
Conference Proceeding
Visualization and modelling of STLmax topographic brain activity maps
Mammone, Nadia, Principe, José C., Morabito, Francesco C., Shiau, Deng S., Sackellares, J. Chris
Published in Journal of neuroscience methods (15.06.2010)
Published in Journal of neuroscience methods (15.06.2010)
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Journal Article
An explainable embedded neural system for on-board ship detection from optical satellite imagery
Ieracitano, Cosimo, Mammone, Nadia, Spagnolo, Fanny, Frustaci, Fabio, Perri, Stefania, Corsonello, Pasquale, Morabito, Francesco C.
Published in Engineering applications of artificial intelligence (01.07.2024)
Published in Engineering applications of artificial intelligence (01.07.2024)
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Journal Article