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1

[IEEE 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI) - Bologna, Italy (2016.9.7-2016.9.9)] 2016 IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI) - Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings

Morabito, Francesco Carlo, Campolo, Maurizio, Ieracitano, Cosimo, Ebadi, Javad Mohammad, Bonanno, Lilla, Bramanti, Alessia, Desalvo, Simona, Mammone, Nadia, Bramanti, Placido

Year:

2016

Language:

english

File:

PDF, 541 KB

english, 2016

2

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing

Ieracitano, Cosimo, Mammone, Nadia, Bramanti, Alessia, Marino, Silvia, Hussain, Amir, Morabito, Francesco Carlo

Year:

2019

Language:

english

File:

PDF, 887 KB

english, 2019

3

Automatic Artifact Rejection From Multichannel Scalp EEG by Wavelet ICA

Mammone, Nadia, La Foresta, Fabio, Morabito, Francesco Carlo

Journal:

IEEE Sensors Journal

Year:

2012

Language:

english

File:

PDF, 3.04 MB

english, 2012

4

Deep Learning Representation from Electroencephalography of Early-Stage Creutzfeldt-Jakob Disease and Features for Differentiation from Rapidly Progressive Dementia

Morabito, Francesco Carlo, Campolo, Maurizio, Mammone, Nadia, Versaci, Mario, Franceschetti, Silvana, Tagliavini, Fabrizio, Sofia, Vito, Fatuzzo, Daniela, Gambardella, Antonio, Labate, Angelo, Mumoli,

Journal:

International Journal of Neural Systems

Year:

2016

Language:

english

File:

PDF, 636 KB

english, 2016

5

Permutation Disalignment Index as an Indirect, EEG-Based, Measure of Brain Connectivity in MCI and AD Patients

Mammone, Nadia, Bonanno, Lilla, De Salvo, Simona, Marino, Silvia, Bramanti, Placido, Bramanti, Alessia, Morabito, Francesco C.

Journal:

International Journal of Neural Systems

Year:

2017

Language:

english

File:

PDF, 1.47 MB

english, 2017

6

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

Mammone, Nadia, Ieracitano, Cosimo, Morabito, Francesco C.

Journal:

Neural Networks

Year:

2020

File:

PDF, 1.56 MB

2020

7

Enhanced Automatic Wavelet Independent Component Analysis for Electroencephalographic Artifact Removal

Mammone, Nadia, Morabito, Francesco

Journal:

Year:

2014

Language:

english

File:

PDF, 17.66 MB

english, 2014

8

Visualization and modelling of STLmax topographic brain activity maps

Nadia Mammone, José C. Principe, Francesco C. Morabito, Deng S. Shiau, J. Chris Sackellares

Journal:

Journal of Neuroscience Methods

Year:

2010

Language:

english

File:

PDF, 1.70 MB

english, 2010

9

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.

Journal:

Year:

2018

Language:

english

File:

PDF, 3.15 MB

english, 2018

10

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Wavelet-ICA methodology for efficient artifact removal from Electroencephalographic recordings

Inuso, Giuseppina, La Foresta, Fabio, Mammone, Nadia, Morabito, Francesco Carlo

Year:

2007

Language:

english

File:

PDF, 781 KB

english, 2007

11

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - 1D Convolutional Neural Network approach to classify voluntary eye blinks in EEG signals for BCI applications

Lo Giudice, Michele, Varone, Giuseppe, Ieracitano, Cosimo, Mammone, Nadia, Bruna, Arcangelo Ranieri, Tomaselli, Valeria, Morabito, Francesco Carlo

Year:

2020

File:

PDF, 1.50 MB

2020

12

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - Mutual information for measuring independence of STLmax time series in the epileptic brain

Mammone, Nadia, La Foresta, Fabio, Morabito, Francesco C., Versaci, Mario, Aguglia, Umberto

Year:

2008

Language:

english

File:

PDF, 262 KB

english, 2008

13

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Modelling Absence Epilepsy seizure data in the NeuCube evolving spiking neural network architecture

Capecci, Elisa, Espinosa-Ramos, Josafath I., Mammone, Nadia, Kasabov, Nikola, Duun-Henriksen, Jonas, Kjaer, Troels Wesenberg, Campolo, Maurizio, La Foresta, Fabio, Morabito, Francesco C.

Year:

2015

Language:

english

File:

PDF, 2.79 MB

english, 2015

14

Absence of Interactions between Denosumab and Warfarin in Women with Osteoporosis

Polimeni, Vincenzo, Sottilotta, Gianluca, Branca, Fabiola, Mammone, Nadia, Panuccio, Antonio

Journal:

Year:

2018

File:

PDF, 481 KB

2018

15

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Longitudinal study of alzheimer's disease degeneration through EEG data analysis with a NeuCube spiking neural network model

Capecci, Elisa, Doborjeh, Zohreh Gholami, Mammone, Nadia, Foresta, Fabio La, Morabito, Francesco C., Kasabov, Nikola

Year:

2016

Language:

english

File:

PDF, 2.64 MB

english, 2016

16

[IEEE 2011 IEEE International Symposium on Medical Measurements and Applications (MeMeA) - Bari, Italy (2011.05.30-2011.05.31)] 2011 IEEE International Symposium on Medical Measurements and Applications - Analysis of absence seizure EEG via Permutation Entropy spatio-temporal clustering

Mammone, Nadia, Lay-Ekuakille, Aime, Morabito, Francesco C., Massaro, Alessandro, Casciaro, Sergio, Trabacca, Antonio

Year:

2011

Language:

english

File:

PDF, 533 KB

english, 2011

17

ERRATUM: "ANALYSIS OF ABSENCE SEIZURE GENERATION USING EEG SPATIAL-TEMPORAL REGULARITY MEASURES"

MAMMONE, NADIA, LABATE, DOMENICO, LAY-EKUAKILLE, AIME, MORABITO, FRANCESCO C.

Journal:

International Journal of Neural Systems

Year:

2013

Language:

english

File:

PDF, 614 KB

english, 2013

18

Differentiating Interictal and Ictal States in Childhood Absence Epilepsy through Permutation Rényi Entropy

Mammone, Nadia, Duun-Henriksen, Jonas, Kjaer, Troels, Morabito, Francesco

Journal:

Year:

2015

Language:

english

File:

PDF, 1.44 MB

english, 2015

19

A network analysis based approach to characterizing Periodic Sharp Wave Complexes in electroencephalograms of patients with sporadic CJD

Giudice, Paolo Lo, Ursino, Domenico, Mammone, Nadia, Morabito, Francesco Carlo, Aguglia, Umberto, Cianci, Vittoria, Ferlazzo, Edoardo, Gasparini, Sara

Journal:

International Journal of Medical Informatics

Year:

2018

Language:

english

File:

PDF, 3.72 MB

english, 2018

20

Information Theoretic-Based Interpretation of a Deep Neural Network Approach in Diagnosing Psychogenic Non-Epileptic Seizures

Gasparini, Sara, Campolo, Maurizio, Ieracitano, Cosimo, Mammone, Nadia, Ferlazzo, Edoardo, Sueri, Chiara, Tripodi, Giovanbattista, Aguglia, Umberto, Morabito, Francesco

Journal:

Year:

2018

Language:

english

File:

PDF, 2.56 MB

english, 2018

21

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

Journal:

IEEE Transactions on Industrial Informatics

Year:

2018

Language:

english

File:

PDF, 879 KB

english, 2018

22

A new network-based approach to investigating neurological disorders

Cauteruccio, Francesco, Giudice, Paolo Lo, Terracina, Giorgio, Ursino, Domenico, Mammone, Nadia, Morabito, Francesco Carlo

Journal:

International Journal of Data Mining Modelling and Management

Year:

2019

File:

PDF, 5.98 MB

2019

23

[IEEE 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY, USA (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - Visualization of the Short Term Maximum Lyapunov Exponent Topography in the Epileptic Brain

Mammone, Nadia, Morabito, Francesco Carlo, Principe, Jose C.

Year:

2006

Language:

english

File:

PDF, 242 KB

english, 2006

24

[IEEE 2007 International Conference on Information Acquisition - Seogwipo-si, Korea (2007.07.8-2007.07.11)] 2007 International Conference on Information Acquisition - Brain Activity Investigation by EEG Processing: Wavelet Analysis, Kurtosis and Renyi's Entropy for Artifact Detection

Inuso, Giuseppina, la Foresta, Fabio, Mammone, Nadia, Morabito, Francesco Carlo

Year:

2007

Language:

english

File:

PDF, 3.11 MB

english, 2007

25

[IEEE 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry - Innovation to Shape the Future for Society and Industry (RTSI) - Modena, Italy (2017.9.11-2017.9.13)] 2017 IEEE 3rd International Forum on Research and Technologies for Society and Industry (RTSI) - A complex network-based approach to detecting and characterizing ictal states in patients with Childhood Absence Epilepsy

Giudice, Paolo Lo, Mammone, Nadia, Morabito, Francesco Carlo, Strati, Davide, Ursino, Domenico

Year:

2017

Language:

english

File:

PDF, 1.17 MB

english, 2017

26

Compressibility of High-Density EEG Signals in Stroke Patients

Mammone, Nadia, De Salvo, Simona, Ieracitano, Cosimo, Marino, Silvia, Cartella, Emanuele, Bramanti, Alessia, Giorgianni, Roberto, Morabito, Francesco

Journal:

Year:

2018

Language:

english

File:

PDF, 3.68 MB

english, 2018

27

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

Journal:

Journal of Neuroscience Methods

Year:

2019

Language:

english

File:

PDF, 1.28 MB

english, 2019

28

Leveraging network analysis to support experts in their analyses of subjects with MCI and AD

Lo Giudice, Paolo, Mammone, Nadia, Morabito, Francesco Carlo, Pizzimenti, Rocco Giuseppe, Ursino, Domenico, Virgili, Luca

Journal:

Medical and Biological Engineering and Computing

Year:

2019

Language:

english

File:

PDF, 5.87 MB

english, 2019

29

[IEEE 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY, USA (2006.8.30-2006.9.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - Analysis of the Automatic Detection of Critical Epochs from coma-EEG by Dominant Components and Features Extraction

Inuso, Giuseppina, La Foresta, Fabio, Mammone, Nadia, Morabito, F. Carlo

Year:

2006

Language:

english

File:

PDF, 302 KB

english, 2006

30

Enhanced automatic artifact detection based on independent component analysis and Renyi’s entropy

Nadia Mammone, Francesco Carlo Morabito

Journal:

Neural Networks

Year:

2008

Language:

english

File:

PDF, 10.34 MB

english, 2008

31

Clustering of entropy topography in epileptic electroencephalography

Nadia Mammone, Giuseppina Inuso, Fabio La Foresta, Mario Versaci, Francesco C. Morabito

Journal:

Neural Computing and Applications

Year:

2011

Language:

english

File:

PDF, 1.01 MB

english, 2011

32

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.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2018

Language:

english

File:

PDF, 2.74 MB

english, 2018

33

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Entropy spatial clustering in epileptic EEG

Mammone, Nadia, Inuso, Giuseppina, La Foresta, Fabio, Versaci, Mario, Morabito, Francesco C.

Year:

2009

Language:

english

File:

PDF, 6.30 MB

english, 2009

34

[IEEE 2016 IEEE Congress on Evolutionary Computation (CEC) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 IEEE Congress on Evolutionary Computation (CEC) - Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease

Mammone, Nadia, Bonanno, Lilla, De Salvo, Simona, Bramanti, Alessia, Bramanti, Placido, Adeli, Hojjat, Ieracitano, Cosimo, Campolo, Maurizio, Morabito, Francesco C.

Year:

2016

Language:

english

File:

PDF, 1.32 MB

english, 2016

35

Findings about LORETA Applied to High-Density EEGâA Review

Dattola, Serena, Morabito, Francesco Carlo, Mammone, Nadia, La Foresta, Fabio

Journal:

Year:

2020

File:

PDF, 604 KB

2020

36

Advanced Methods to Analyse the Complexity of the Brain

Mammone, Nadia, Ouyang, Gaoxiang, Azami, Hamed

Journal:

Year:

2018

Language:

english

File:

PDF, 1.53 MB

english, 2018

37

Multiple Sclerosis lesions detection by a hybrid Watershed-Clustering algorithm

Bonanno, Lilla, Mammone, Nadia, De Salvo, Simona, Bramanti, Alessia, Rifici, Carmela, Sessa, Edoardo, Bramanti, Placido, Marino, Silvia, Ciurleo, Rosella

Journal:

Clinical Imaging

Year:

2021

File:

PDF, 2.26 MB

2021

38

[IEEE 2017 International Joint Conference on Neural Networks (IJCNN) - Anchorage, AK, USA (2017.5.14-2017.5.19)] 2017 International Joint Conference on Neural Networks (IJCNN) - Wavelet coherence-based clustering of EEG signals to estimate the brain connectivity in absence epileptic patients

Ieracitano, Cosimo, Duun-Henriksen, Jonas, Mammone, Nadia, Foresta, Fabio La, Morabito, Francesco C.

Year:

2017

Language:

english

File:

PDF, 1.02 MB

english, 2017

39

[IEEE 2015 International Joint Conference on Neural Networks (IJCNN) - Killarney, Ireland (2015.7.12-2015.7.17)] 2015 International Joint Conference on Neural Networks (IJCNN) - Learning Vector Quantization and Permutation Entropy to analyse epileptic electroencephalography

Mammone, Nadia, Duun-Henriksen, Jonas, Kjr, Troels Wesenberg, Campolo, Maurizio, La Foresta, Fabio, Morabito, Francesco C.

Year:

2015

Language:

english

File:

PDF, 1.11 MB

english, 2015

40

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Analysis of absence seizure EEG via Permutation Entropy spatio-temporal clustering

Mammone, Nadia, Morabito, Francesco C.

Year:

2011

Language:

english

File:

PDF, 470 KB

english, 2011

41

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

Journal:

Year:

2017

Language:

english

File:

PDF, 2.49 MB

english, 2017

42

Permutation entropy of scalp EEG: A tool to investigate epilepsies

Ferlazzo, Edoardo, Mammone, Nadia, Cianci, Vittoria, Gasparini, Sara, Gambardella, Antonio, Labate, Angelo, Latella, Maria Adele, Sofia, Vito, Elia, Maurizio, Morabito, Francesco Carlo, Aguglia, Umber

Journal:

Clinical Neurophysiology

Year:

2014

Language:

english

File:

PDF, 2.67 MB

english, 2014

43

[IEEE Conference Proceedings. Annual International Conference of the IEEE Engineering in Medicine and Biology Society - New York, NY (2006.08.30-2006.09.3)] 2006 International Conference of the IEEE Engineering in Medicine and Biology Society - Analysis of the Automatic Detection of Critical Epochs from coma-EEG by Dominant Components and Features Extraction

Inuso, Giuseppina, La Foresta, Fabio, Mammone, Nadia, Morabito, F. Carlo

Year:

2006

Language:

english

File:

PDF, 302 KB

english, 2006

44

Cortical Reorganization after Rehabilitation in a Patient with Conduction Aphasia Using High-Density EEG

Formica, Caterina, De Salvo, Simona, MicchÃ¬a, Katia, La Foresta, Fabio, Dattola, Serena, Mammone, Nadia, Corallo, Francesco, Ciavola, Adriana, Arcadi, Francesca Antonia, Marino, Silvia, Bramanti, Ale

Journal:

Applied Sciences

Year:

2020

File:

PDF, 666 KB

2020

45

ANALYSIS OF ABSENCE SEIZURE GENERATION USING EEG SPATIAL-TEMPORAL REGULARITY MEASURES

MAMMONE, NADIA, LABATE, DOMENICO, LAY-EKUAKILLE, AIME, MORABITO, FRANCESCO C.

Journal:

International Journal of Neural Systems

Year:

2012

Language:

english

File:

PDF, 1.82 MB

english, 2012

46

[IEEE 2020 International Joint Conference on Neural Networks (IJCNN) - Glasgow, United Kingdom (2020.7.19-2020.7.24)] 2020 International Joint Conference on Neural Networks (IJCNN) - A Convolutional Neural Network based self-learning approach for classifying neurodegenerative states from EEG signals in dementia

Ieracitano, Cosimo, Mammone, Nadia, Hussain, Amir, Morabito, Francesco Carlo

Year:

2020

File:

PDF, 2.17 MB

2020

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