Roberto Bellotti

Orcid: 0000-0003-3198-2708

According to our database1, Roberto Bellotti authored at least 51 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2023
PSI Spatially Constrained Clustering: The Sibari and Metaponto Coastal Plains.
Remote. Sens., 2023

TIRESIA: An eXplainable Artificial Intelligence Platform for Predicting Developmental Toxicity.
J. Chem. Inf. Model., 2023

Towards a Healthcare 4.0 Vocabulary: A Patent-Based Approach.
Proceedings of the Information Systems and Technologies, 2023

Innovations and Emerging Technologies: A Study of the Italian Intellectual Property Knowledge Database.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

2022
Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis.
Frontiers Big Data, 2022

A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease.
Brain Informatics, 2022

Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework.
Appl. Netw. Sci., 2022

2021
Predicting brain age with complex networks: From adolescence to adulthood.
NeuroImage, 2021

Economic Interplay Forecasting Business Success.
Complex., 2021

2020
A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis.
BMC Bioinform., March, 2020

Machine Learning for Cloud Detection of Globally Distributed Sentinel-2 Images.
Remote. Sens., 2020

PSI Clustering for the Assessment of Underground Infrastructure Deterioration.
Remote. Sens., 2020

Mapping digital governance projects through complex networks.
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.
NeuroImage, 2019

Radiomics Analysis on Contrast-Enhanced Spectral Mammography Images for Breast Cancer Diagnosis: A Pilot Study.
Entropy, 2019

Communicability Characterization of Structural DWI Subcortical Networks in Alzheimer's Disease.
Entropy, 2019

Communicability disruption in Alzheimer's disease connectivity networks.
J. Complex Networks, 2019

Multidimensional Neuroimaging Processing in ReCaS Datacenter.
Proceedings of the Internet and Distributed Computing Systems, 2019

2018
Complex networks reveal early MRI markers of Parkinson's disease.
Medical Image Anal., 2018

A Combined Approach of Multiscale Texture Analysis and Interest Point/Corner Detectors for Microcalcifications Diagnosis.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018

Age Related Topological Analysis of Synchronization-Based Functional Connectivity.
Proceedings of the Complex Networks and Their Applications VII, 2018

2017
A Novel Synchronization-Based Approach for Functional Connectivity Analysis.
Complex., 2017

Identification of "Die Hard" Nodes in Complex Networks: A Resilience Approach.
Proceedings of the Artificial Life and Evolutionary Computation - 12th Italian Workshop, 2017

Salient Networks: A Novel Application to Study Brain Connectivity.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm.
Pattern Anal. Appl., 2016

Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease.
NeuroImage, 2016

Computer Aided Detection System for Prediction of the Malaise during Hemodialysis.
Comput. Math. Methods Medicine, 2016

Mild Traumatic Brain Injury Outcome Prediction Based on Both Graph and K-nn Methods.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

MRI analysis for hippocampus segmentation on a distributed infrastructure.
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.
NeuroImage, 2015

Complex networks and public funding: the case of the 2007-2013 Italian program.
EPJ Data Sci., 2015

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation.
Comput. Math. Methods Medicine, 2015

An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

2014

Assessing Potential Casualties in Critical Events.
Proceedings of the Critical Infrastructure Protection VIII, 2014

2013
Effective connectivity and cortical information flow under visual stimulation in migraine with aura.
Proceedings of the 5th IEEE International Workshop on Advances in Sensors and Interfaces, 2013

Active Learning Machines for Automatic Segmentation of Hippocampus in MRI.
Proceedings of the Advances in Data Mining, 13th Industrial Conference, 2013

Random Forest Classification for Hippocampal Segmentation in 3D MR Images.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

2012
Combination of computer-aided detection algorithms for automatic lung nodule identification.
Int. J. Comput. Assist. Radiol. Surg., 2012

Automated Shape Analysis landmarks detection for medical image processing.
Proceedings of the Computational Modelling of Objects Represented in Images, 2012

Fully automated hippocampus segmentation with virtual ant colonies.
Proceedings of CBMS 2012, 2012

2011
Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease.
NeuroImage, 2011

Automatic Lung Segmentation in CT Images with Accurate Handling of the Hilar Region.
J. Digit. Imaging, 2011

Improving the channeler ant model for lung CT analysis.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

2010
3-D object segmentation using ant colonies.
Pattern Recognit., 2010

Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study.
Medical Image Anal., 2010

Analysis of X-ray Structures of Matrix Metalloproteinases via Chaotic Map Clustering.
BMC Bioinform., 2010

2009
A bioinformatics knowledge discovery in text application for grid computing.
BMC Bioinform., 2009

2007
Distributed medical images analysis on a Grid infrastructure.
Future Gener. Comput. Syst., 2007

2006
GPCALMA: An Italian Mammographic Database of Digitized Images for Research.
Proceedings of the Digital Mammography, 2006

Mass lesion detection in mammographic images using Haralik textural features.
Proceedings of the Computational Modeling of Objects Represented in Images-Fundamentals, 2006


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