An explainable model for predicting Worsening Heart Failure based on genetic programming.
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Comput. Biol. Medicine, 2024
Wearable Technologies and AI at the Far Edge for Chronic Heart Failure Prevention and Management: A Systematic Review and Prospects.
Sensors, August, 2023
Effects of diffusion signal modeling and segmentation approaches on subthalamic nucleus parcellation.
NeuroImage, 2022
White matter substrates of functional connectivity dynamics in the human brain.
NeuroImage, 2022
Ventral intermediate nucleus structural connectivity-derived segmentation: anatomical reliability and variability.
NeuroImage, 2021
ReportFlow: an application for EEG visualization and reporting using cloud platform.
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BMC Medical Informatics Decis. Mak., 2021
Discovering common pathogenetic processes between COVID-19 and diabetes mellitus by differential gene expression pattern analysis.
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Briefings Bioinform., 2021
A Movement-Tremors Recorder for Patients of Neurodegenerative Diseases.
IEEE Trans. Instrum. Meas., 2019
Brain Network Analysis of Compressive Sensed High-Density EEG Signals in AD and MCI Subjects.
IEEE Trans. Ind. Informatics, 2019
An Innovative Methodology for Big Data Visualization for Telemedicine.
IEEE Trans. Ind. Informatics, 2019
A Convolutional Neural Network approach for classification of dementia stages based on 2D-spectral representation of EEG recordings.
Neurocomputing, 2019
A Time-Frequency based Machine Learning System for Brain States Classification via EEG Signal Processing.
Proceedings of the International Joint Conference on Neural Networks, 2019
Permutation Jaccard Distance-Based Hierarchical Clustering to Estimate EEG Network Density Modifications in MCI Subjects.
IEEE Trans. Neural Networks Learn. Syst., 2018
An OAIS-Based Hospital Information System on the Cloud: Analysis of a NoSQL Column-Oriented Approach.
IEEE J. Biomed. Health Informatics, 2018
Compressibility of High-Density EEG Signals in Stroke Patients.
Sensors, 2018
Combining EEG signal processing with supervised methods for Alzheimer's patients classification.
BMC Medical Informatics Decis. Mak., 2018
Metaplasticity: A Promising Tool to Disentangle Chronic Disorders of Consciousness Differential Diagnosis.
Int. J. Neural Syst., 2018
A movement monitoring system for patients of neurodegenerative diseases.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018
Permutation Disalignment Index as an Indirect, EEG-Based, Measure of Brain Connectivity in MCI and AD Patients.
Int. J. Neural Syst., 2017
Deep convolutional neural networks for classification of mild cognitive impaired and Alzheimer's disease patients from scalp EEG recordings.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016
A Hybrid Storage Service for the Management of Big e-Health Data: A Tele-Rehabilitation Case of Study.
Proceedings of the 12th ACM Symposium on QoS and Security for Wireless and Mobile Networks, 2016
Hierarchical clustering of the electroencephalogram spectral coherence to study the changes in brain connectivity in Alzheimer's disease.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
A Longitudinal EEG Study of Alzheimer's Disease Progression Based on A Complex Network Approach.
Int. J. Neural Syst., 2015
EEG Complexity Modifications and Altered Compressibility in Mild Cognitive Impairment and Alzheimer's Disease.
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013
Multivariate Multi-Scale Permutation Entropy for Complexity Analysis of Alzheimer's Disease EEG.
Entropy, 2012
Artificial Neural Network (ANN) Morphological Classification of Magnetic Resonance Imaging in Multiple Sclerosis.
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012
Classification of morphological features extracted from intracranial pressure recordings in the diagnosis of Normal Pressure Hydrocephalus (NPH).
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011