List of works - Nicola Amoroso

A Machine Learning Approach to Parkinson’s Disease Blood Transcriptomics

scientific article published on 21 April 2022

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

scientific article published on 23 July 2018

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

An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure

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

scientific article published on 20 November 2020

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

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

article

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

Economic Interplay Forecasting Business Success

scientific article published on 19 March 2021

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

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

PSI Clustering for the Assessment of Underground Infrastructure Deterioration

scientific article published on 10 November 2020

Random Forest Classification for Hippocampal Segmentation in 3D MR Images

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

scientific article published on 31 January 2015

Topological Measurements of DWI Tractography for Alzheimer's Disease Detection

scientific article published on 02 March 2017

List of works by Nicola Amoroso