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List of works by Nicola Amoroso

A Machine Learning Approach to Parkinson’s Disease Blood Transcriptomics

scientific article published on 21 April 2022

A complex network approach reveals a pivotal substructure of genes linked to schizophrenia

scientific article published on 5 January 2018

A fuzzy-based system reveals Alzheimer's Disease onset in subjects with Mild Cognitive Impairment.

scientific article published on 9 May 2017

A novel approach to brain connectivity reveals early structural changes in Alzheimer’s disease

scientific article published on 23 July 2018

Alzheimer's disease diagnosis based on the Hippocampal Unified Multi-Atlas Network (HUMAN) algorithm

scientific article published on 22 January 2018

Alzheimer’s disease markers from structural MRI and FDG-PET brain images

An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure

An equity-oriented rethink of global rankings with complex networks mapping development

scientific article published on 22 October 2020

Applying Big Data Methods to Understanding Human Behavior and Health

article

Association between Structural Connectivity and Generalized Cognitive Spectrum in Alzheimer's Disease

scientific article published on 20 November 2020

Association between miRNAs expression and cognitive performances of Pediatric Multiple Sclerosis patients: A pilot study

scientific article published on 17 January 2019

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

scientific article published on 9 July 2015

Automated voxel-by-voxel tissue classification for hippocampal segmentation: methods and validation.

scientific article published on 11 July 2014

Characterization of real-world networks through quantum potentials

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

scientific article published on 06 May 2019

Communicability disruption in Alzheimer’s disease connectivity networks

scholarly article published on 30 May 2018

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

article

Complex networks reveal early MRI markers of Parkinson's disease

scientific article published on 17 May 2018

Computer Aided Detection System for Prediction of the Malaise during Hemodialysis

scientific article published on 6 March 2016

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

scientific article

DTI measurements for Alzheimer's classification.

scientific article published on 24 February 2017

De novo drug design of targeted chemical libraries based on artificial intelligence and pair based multi-objective optimization

scientific article published on 26 August 2020

Deep Learning and Multiplex Networks for Accurate Modeling of Brain Age

scientific article published on 22 May 2019

Deep learning reveals Alzheimer's disease onset in MCI subjects: results from an international challenge

scientific article published on 26 December 2017

Economic Interplay Forecasting Business Success

scientific article published on 19 March 2021

Estimating and comparing biodiversity with a single universal metric

scientific article published in 2020

Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe

scientific article published in 2022

Extensive Evaluation of Morphological Statistical Harmonization for Brain Age Prediction

scientific article published on 11 June 2020

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

scientific article published on 18 May 2015

Grey matter volume patterns in thalamic nuclei are associated with familial risk for schizophrenia

scientific article published on 20 July 2016

Hippocampal unified multi-atlas network (HUMAN): protocol and scale validation of a novel segmentation tool

scientific article

Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach

scientific article published on 13 October 2020

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

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

scientific article published on 26 October 2015

MRI analysis for hippocampus segmentation on a distributed infrastructure

Machine learning reveals that prolonged exposure to air pollution is associated with SARS-CoV-2 mortality and infectivity in Italy

scientific article published on 21 August 2020

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

scientific article published on 02 April 2019

Multi-Time-Scale Features for Accurate Respiratory Sound Classification

scientific article published in December 2020

Multiple RF classifier for the hippocampus segmentation: Method and validation on EADC-ADNI Harmonized Hippocampal Protocol.

scientific article published on 15 October 2015

Multiplex Networks for Early Diagnosis of Alzheimer's Disease

scientific article published on 14 November 2018

Multiplex Networks to Characterize Seizure Development in Traumatic Brain Injury Patients

scientific article published on 30 November 2020

Multivariate regression analysis of structural MRI connectivity matrices in Alzheimer's disease

scientific article published on 14 November 2017

PSI Clustering for the Assessment of Underground Infrastructure Deterioration

scientific article published on 10 November 2020

Potential energy of complex networks: a quantum mechanical perspective

scientific article published on 27 October 2020

Predicting brain age with Complex networks: from adolescence to adulthood

scientific article published on 21 October 2020

Random Forest Classification for Hippocampal Segmentation in 3D MR Images

Salient networks: a novel application to study Alzheimer disease

scholarly article by Nicola Amoroso et al published 20 November 2018 in BioMedical Engineering OnLine

Satellite data and machine learning reveal a significant correlation between NO and COVID-19 mortality

scientific article

Shannon entropy approach reveals relevant genes in Alzheimer's disease

scientific article published on 31 December 2019

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

scientific article published on 31 January 2015

Territorial bias in university rankings: a complex network approach

scientific article published on 23 March 2022

Thalamic connectivity measured with fMRI is associated with a polygenic index predicting thalamo-prefrontal gene co-expression

scientific article published on 06 February 2019

The PERSON project: a serious brain-computer interface game for treatment in cognitive impairment

scholarly article

The spatial association between environmental pollution and long-term cancer mortality in Italy

scientific article published in 2023

Topological Measurements of DWI Tractography for Alzheimer's Disease Detection

scientific article published on 02 March 2017

Transcriptomic context of DRD1 is associated with prefrontal activity and behavior during working memory

scientific article published on 07 May 2018

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