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List of works by Nicola Amoroso

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

scientific article published on 31 January 2015
Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease

scientific article published on 26 October 2015
Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease

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

scientific article published on 20 July 2016
Complex networks reveal early MRI markers of Parkinson's disease

scientific article published on 17 May 2018
Hippocampal unified multi-atlas network (HUMAN): protocol and scale validation of a novel segmentation tool

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

scientific article published on 11 July 2014
Multiplex Networks for Early Diagnosis of Alzheimer's Disease

scientific article published on 14 November 2018
DTI measurements for Alzheimer's classification

scientific article published on 24 February 2017
A complex network approach reveals a pivotal substructure of genes linked to schizophrenia

scientific article published on 5 January 2018
Deep learning reveals Alzheimer's disease onset in MCI subjects: results from an international challenge

scientific article published on 26 December 2017
Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation

scientific article published on 18 May 2015
Deep Learning and Multiplex Networks for Accurate Modeling of Brain Age

scientific article published on 22 May 2019
Multivariate regression analysis of structural MRI connectivity matrices in Alzheimer's disease

scientific article published on 14 November 2017
Multiple RF classifier for the hippocampus segmentation: Method and validation on EADC-ADNI Harmonized Hippocampal Protocol.

scientific article published on 15 October 2015
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
A novel approach to brain connectivity reveals early structural changes in Alzheimer’s disease

scientific article published on 23 July 2018
Topological Measurements of DWI Tractography for Alzheimer's Disease Detection

scientific article published on 02 March 2017
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm

scientific article published on 9 July 2015
Association between miRNAs expression and cognitive performances of Pediatric Multiple Sclerosis patients: A pilot study

scientific article published on 17 January 2019
Shannon entropy approach reveals relevant genes in Alzheimer's disease

scientific article published on 31 December 2019
Characterization of real-world networks through quantum potentials

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

scientific article published on 22 January 2018
Computer Aided Detection System for Prediction of the Malaise during Hemodialysis

scientific article published on 6 March 2016
PSI Clustering for the Assessment of Underground Infrastructure Deterioration

scientific article published on 10 November 2020
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
Applying Big Data Methods to Understanding Human Behavior and Health

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

scientific article published on 02 April 2019
Thalamic connectivity measured with fMRI is associated with a polygenic index predicting thalamo-prefrontal gene co-expression

scientific article published on 06 February 2019
Economic Interplay Forecasting Business Success

scientific article published on 19 March 2021
Multi-Time-Scale Features for Accurate Respiratory Sound Classification

scientific article published in December 2020
Transcriptomic context of DRD1 is associated with prefrontal activity and behavior during working memory

scientific article published on 07 May 2018
A fuzzy-based system reveals Alzheimer's Disease onset in subjects with Mild Cognitive Impairment.

scientific article published on 9 May 2017
An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure

MRI analysis for hippocampus segmentation on a distributed infrastructure

Random Forests Highlight the Combined Effect of Environmental Heavy Metals Exposure and Genetic Damages for Cardiovascular Diseases

scientific article published on 10 September 2021
Multiplex Networks to Characterize Seizure Development in Traumatic Brain Injury Patients

scientific article published on 30 November 2020
Psychological counseling in the Italian academic context: Expected needs, activities, and target population in a large sample of students

scientific article published on 11 April 2022
Association between Structural Connectivity and Generalized Cognitive Spectrum in Alzheimer's Disease

scientific article published on 20 November 2020
Estimation of Daily Ground Level Air Pollution in Italian Municipalities with Machine Learning Models Using Sentinel-5P and ERA5 Data

scientific article published on 29 March 2024
A Machine Learning Approach to Parkinson’s Disease Blood Transcriptomics

scientific article published on 21 April 2022
Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe

scientific article published in 2022
Random Forest Classification for Hippocampal Segmentation in 3D MR Images

Predicting Air Quality from Measured and Forecast Meteorological Data: A Case Study in Southern Italy

scientific article published on 27 February 2023
Towards a Healthcare 4.0 Vocabulary: A Patent-Based Approach

scientific article published in 2024
Territorial Development as an Innovation Driver: A Complex Network Approach

scientific article published on 9 September 2022
Insights from Explainable Artificial Intelligence of Pollution and Socioeconomic Influences for Respiratory Cancer Mortality in Italy

scientific article published on 18 April 2024
Transfer Entropy and O-Information to Detect Grokking in Tensor Network Multi-Class Classification Problems

scientific article published on 29 September 2025
Predictive and Explainable Machine Learning Models for Endocrine, Nutritional, and Metabolic Mortality in Italy Using Geolocalized Pollution Data

scientific article published on 1 April 2025
Integrating Supervised Classification in Social Participation Systems for Disaster Response. A Pilot Study

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