Classification of morphological features extracted from intracranial pressure recordings in the diagnosis of Normal Pressure Hydrocephalus (NPH). - Massimiliano Galeano; Andrea Calisto; Alessia Bramanti; Filippo Angileri; Giuseppe Campobello; Salvatore Serrano; Bruno Azzerboni (EMBC, 2011)

Artificial Neural Network (ANN) Morphological Classification of Magnetic Resonance Imaging in Multiple Sclerosis. - Alessia Bramanti; Lilla Bonanno; Placido Bramanti; Pietro Lanzafame (WIRN, 2012)

Multivariate Multi-Scale Permutation Entropy for Complexity Analysis of Alzheimer's Disease EEG. - Francesco Carlo Morabito; Domenico Labate; Fabio La Foresta; Alessia Bramanti; Giuseppe Morabito; Isabella Palamara (Entropy, 2012)

EEG Complexity Modifications and Altered Compressibility in Mild Cognitive Impairment and Alzheimer's Disease. - Domenico Labate; Fabio La Foresta; Isabella Palamara; Giuseppe Morabito; Alessia Bramanti; Zhilin Zhang; Francesco Carlo Morabito (WIRN, 2013)

A Longitudinal EEG Study of Alzheimer's Disease Progression Based on A Complex Network Approach. - Francesco Carlo Morabito; Maurizio Campolo; Domenico Labate; Giuseppe Morabito; Lilla Bonanno; Alessia Bramanti; Simona De Salvo; Angela Marra; Placido Bramanti (Int. J. Neural Syst., 2015)

Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease. - Nadia Mammone; Lilla Bonanno; Simona De Salvo; Alessia Bramanti; Placido Bramanti; Hojjat Adeli; Cosimo Ieracitano; Maurizio Campolo; Francesco Carlo Morabito (CEC, 2016)

A Hybrid Storage Service for the Management of Big e-Health Data: A Tele-Rehabilitation Case of Study. - Maria Fazio; Alessia Bramanti; Antonio Celesti; Placido Bramanti; Massimo Villari (Q2SWinet@MSWiM, 2016)

Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings. - Francesco Carlo Morabito; Maurizio Campolo; Cosimo Ieracitano; Mohammad Javad Ebadi; Lilla Bonanno; Alessia Bramanti; Simona De Salvo; Nadia Mammone; Placido Bramanti (RTSI, 2016)

Permutation Disalignment Index as an Indirect, EEG-Based, Measure of Brain Connectivity in MCI and AD Patients. - Nadia Mammone; Lilla Bonanno; Simona De Salvo; Silvia Marino; Placido Bramanti; Alessia Bramanti; Francesco Carlo Morabito (Int. J. Neural Syst., 2017)

A movement monitoring system for patients of neurodegenerative diseases. - Giovanni Gugliandolo; A. Sciva; Giuseppe Campobello; Pier Paolo Capra; Silvia Marino; Alessia Bramanti; Giuseppe Di Lorenzo; Placido Bramanti; Nicola Donato (I2MTC, 2018)

Metaplasticity: A Promising Tool to Disentangle Chronic Disorders of Consciousness Differential Diagnosis. - Antonino Naro; Alessia Bramanti; Antonino Leo; Placido Bramanti; Rocco Salvatore Calabrò (Int. J. Neural Syst., 2018)

Combining EEG signal processing with supervised methods for Alzheimer's patients classification. - Giulia Fiscon; Emanuel Weitschek; Alessio Cialini; Giovanni Felici; Paola Bertolazzi; Simona De Salvo; Alessia Bramanti; Placido Bramanti; Maria Cristina De Cola (BMC Medical Informatics Decis. Mak., 2018)

Compressibility of High-Density EEG Signals in Stroke Patients. - Nadia Mammone; Simona De Salvo; Cosimo Ieracitano; Silvia Marino; Emanuele Cartella; Alessia Bramanti; Roberto Giorgianni; Francesco Carlo Morabito (Sensors, 2018)

An OAIS-Based Hospital Information System on the Cloud: Analysis of a NoSQL Column-Oriented Approach. - Antonio Celesti; Maria Fazio; Agata Romano; Alessia Bramanti; Placido Bramanti; Massimo Villari (IEEE J. Biomed. Health Informatics, 2018)

Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects. - Nadia Mammone; Cosimo Ieracitano; Hojjat Adeli; Alessia Bramanti; Francesco Carlo Morabito (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing. - Cosimo Ieracitano; Nadia Mammone; Alessia Bramanti; Silvia Marino; Amir Hussain 001; Francesco Carlo Morabito (IJCNN, 2019)

A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings. - Cosimo Ieracitano; Nadia Mammone; Alessia Bramanti; Amir Hussain 001; Francesco Carlo Morabito (Neurocomputing, 2019)

An Innovative Methodology for Big Data Visualization for Telemedicine. - Antonino Galletta; Lorenzo Carnevale; Alessia Bramanti; Maria Fazio (IEEE Trans. Ind. Informatics, 2019)

Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects. - Nadia Mammone; Simona De Salvo; Lilla Bonanno; Cosimo Ieracitano; Silvia Marino; Angela Marra; Alessia Bramanti; Francesco Carlo Morabito (IEEE Trans. Ind. Informatics, 2019)

A Movement-Tremors Recorder for Patients of Neurodegenerative Diseases. - Giovanni Gugliandolo; Giuseppe Campobello; Pier Paolo Capra; Silvia Marino; Alessia Bramanti; Giuseppe Di Lorenzo; Nicola Donato (IEEE Trans. Instrum. Meas., 2019)

Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis. - Md. Rezanur Rahman; Tania Islam; Md Shahjaman; Md. Rafiqul Islam; Salvo Danilo Lombardo; Placido Bramanti; Rosella Ciurleo; Alessia Bramanti; Andrey Tchorbanov; Francesco Fisicaro; Paolo Fagone; Ferdinando Nicoletti; et al. (Briefings Bioinform., 2021)

ReportFlow: an application for EEG visualization and reporting using cloud platform. - Saul Bertuccio; Giuseppe Tardiolo; Fabio Mauro Giambò; Grazia Paola Giuffrè; Rosalia Muratore; Carmela Settimo; Antonio Raffa; Sara Rigano; Alessia Bramanti; Nunzio Muscarà; Maria Cristina De Cola (BMC Medical Informatics Decis. Mak., 2021)

Ventral intermediate nucleus structural connectivity-derived segmentation: anatomical reliability and variability. - Salvatore Bertino; Gianpaolo Antonio Basile; Alessia Bramanti; Rosella Ciurleo; Adriana Tisano; Giuseppe Anastasi; Demetrio Milardi; Alberto Cacciola (NeuroImage, 2021)

White matter substrates of functional connectivity dynamics in the human brain. - Gianpaolo Antonio Basile; Salvatore Bertino; Victor Nozais; Alessia Bramanti; Rosella Ciurleo; Giuseppe Pio Anastasi; Demetrio Milardi; Alberto Cacciola (NeuroImage, 2022)

Effects of diffusion signal modeling and segmentation approaches on subthalamic nucleus parcellation. - Demetrio Milardi; Gianpaolo Antonio Basile; Joshua Faskowitz; Salvatore Bertino; Angelo Quartarone; Giuseppe Anastasi; Alessia Bramanti; Rosella Ciurleo; Alberto Cacciola (NeuroImage, 2022)

Wearable Technologies and AI at the Far Edge for Chronic Heart Failure Prevention and Management: A Systematic Review and Prospects. - Angela-Tafadzwa Shumba; Teodoro Montanaro; Ilaria Sergi; Alessia Bramanti; Michele Ciccarelli; Antonella Rispoli; Albino Carrizzo; Massimo de Vittorio; Luigi Patrono (Sensors, 2023)

An explainable model for predicting Worsening Heart Failure based on genetic programming. - Valeria Visco; Antonio Robustelli; Francesco Loria; Antonella Rispoli; Francesca Palmieri; Alessia Bramanti; Albino Carrizzo; Carmine Vecchione; Francesco Palmieri 002; Michele Ciccarelli; Gianni D'Angelo (Comput. Biol. Medicine, 2024)

PrediHealth: Telemedicine and Predictive Algorithms for the Care and Prevention of Patients with Chronic Heart Failure. - Pietro Cassieri; Giuseppe De Filippo; Simranjit Singh; Marco Mazzotta; Gianpiero Sisto; Mariangela Lazoi; Gianvito Mitrano; Claudio Pascarelli; Gianluca Fimiani; Simone Romano 001; Marina Garofano; Alessia Bramanti; et al. (CoRR, 2025)

Machine Learning Solutions Integrated in an IoT Healthcare Platform for Heart Failure Risk Stratification. - Pietro Cassieri; Aiman Faiz; Anna Maria De Roberto; Claudio Pascarelli; Gianvito Mitrano; Gianluca Fimiani; Marina Garofano; Genoveffa Tortora; Mariangela Lazoi; Claudio Passino; Alessia Bramanti; Giuseppe Scanniello (CoRR, 2025)