A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease.

[BibT_eX]

[DOI]

Angela Lombardi

Domenico Diacono

Brain Informatics, 2022

Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2022

2021

Predicting brain age with complex networks: From adolescence to adulthood.

[BibT_eX]

[DOI]

NeuroImage, 2021

Economic Interplay Forecasting Business Success.

[BibT_eX]

[DOI]

Complex., 2021

2020

Machine Learning for Cloud Detection of Globally Distributed Sentinel-2 Images.

[BibT_eX]

[DOI]

Remote. Sens., 2020

PSI Clustering for the Assessment of Underground Infrastructure Deterioration.

[BibT_eX]

[DOI]

Remote. Sens., 2020

De Novo Drug Design of Targeted Chemical Libraries Based on Artificial Intelligence and Pair-Based Multiobjective Optimization.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., 2020

Mapping digital governance projects through complex networks.

[BibT_eX]

[DOI]

Proceedings of the ICEGOV 2020: 13th International Conference on Theory and Practice of Electronic Governance, 2020

2019

Modelling cognitive loads in schizophrenia by means of new functional dynamic indexes.

[BibT_eX]

[DOI]

NeuroImage, 2019

Communicability Characterization of Structural DWI Subcortical Networks in Alzheimer's Disease.

[BibT_eX]

[DOI]

Entropy, 2019

Communicability disruption in Alzheimer's disease connectivity networks.

[BibT_eX]

[DOI]

Alzheimer's Disease Neuroimaging Initiative

J. Complex Networks, 2019

Multidimensional Neuroimaging Processing in ReCaS Datacenter.

[BibT_eX]

[DOI]

Proceedings of the Internet and Distributed Computing Systems, 2019

2018

Complex networks reveal early MRI markers of Parkinson's disease.

[BibT_eX]

[DOI]

Medical Image Anal., 2018

Applying Big Data Methods to Understanding Human Behavior and Health.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2018

Age Related Topological Analysis of Synchronization-Based Functional Connectivity.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks and Their Applications VII, 2018

2017

Topological Measurements of DWI Tractography for Alzheimer's Disease Detection.

[BibT_eX]

[DOI]

Nicola Amoroso

Alfonso Monaco

Sabina Tangaro

Comput. Math. Methods Medicine, 2017

Salient Networks: A Novel Application to Study Brain Connectivity.

[BibT_eX]

[DOI]

Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Integrating Supervised Classification in Social Participation Systems for Disaster Response. A Pilot Study.

[BibT_eX]

[DOI]

Pasquale Balena

Nicola Amoroso

Caterina De Lucia

Proceedings of the Computational Science and Its Applications - ICCSA 2017, 2017

2016

Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2016

Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease.

[BibT_eX]

[DOI]

NeuroImage, 2016

Computer Aided Detection System for Prediction of the Malaise during Hemodialysis.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2016

Mild Traumatic Brain Injury Outcome Prediction Based on Both Graph and K-nn Methods.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

MRI analysis for hippocampus segmentation on a distributed infrastructure.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Symposium on Medical Measurements and Applications, 2016

2015

Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge.

[BibT_eX]

[DOI]

NeuroImage, 2015

Complex networks and public funding: the case of the 2007-2013 Italian program.

[BibT_eX]

[DOI]

EPJ Data Sci., 2015

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation.

[BibT_eX]

[DOI]

Comput. Math. Methods Medicine, 2015

An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

2013

Active Learning Machines for Automatic Segmentation of Hippocampus in MRI.

[BibT_eX]

Proceedings of the Advances in Data Mining, 13th Industrial Conference, 2013

Random Forest Classification for Hippocampal Segmentation in 3D MR Images.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012

Automated Shape Analysis landmarks detection for medical image processing.

[BibT_eX]

[DOI]

Proceedings of the Computational Modelling of Objects Represented in Images, 2012

Nicola Amoroso

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