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Angela Lombardi
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Deep learning reveals Alzheimer's disease onset in MCI subjects: results from an international challenge
N Amoroso, D Diacono, A Fanizzi, M La Rocca, A Monaco, A Lombardi, ...
Journal of neuroscience methods 302, 3-9, 2018
1162018
Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy
M Avanzo, M Porzio, L Lorenzon, L Milan, R Sghedoni, G Russo, ...
Physica Medica 83, 221-241, 2021
482021
Fully automated support system for diagnosis of breast cancer in contrast-enhanced spectral mammography images
A Fanizzi, L Losurdo, TMA Basile, R Bellotti, U Bottigli, P Delogu, ...
Journal of Clinical Medicine 8 (6), 891, 2019
462019
Deep learning and multiplex networks for accurate modeling of brain age
N Amoroso, M La Rocca, L Bellantuono, D Diacono, A Fanizzi, E Lella, ...
Frontiers in aging neuroscience 11, 115, 2019
432019
Explainable deep learning for personalized age prediction with brain morphology
A Lombardi, D Diacono, N Amoroso, A Monaco, JMRS Tavares, R Bellotti, ...
Frontiers in neuroscience 15, 578, 2021
402021
Predicting brain age with complex networks: From adolescence to adulthood
L Bellantuono, L Marzano, M La Rocca, D Duncan, A Lombardi, ...
NeuroImage 225, 117458, 2021
362021
A gradient-based approach for breast DCE-MRI analysis
L Losurdo, TMA Basile, A Fanizzi, R Bellotti, U Bottigli, R Carbonara, ...
BioMed Research International 2018, 2018
292018
Communicability disruption in Alzheimer’s disease connectivity networks
E Lella, N Amoroso, A Lombardi, T Maggipinto, S Tangaro, R Bellotti, ...
Journal of Complex Networks 7 (1), 83-100, 2019
262019
Breath analysis for early detection of malignant pleural mesothelioma: volatile organic compounds (VOCs) determination and possible biochemical pathways
A Di Gilio, A Catino, A Lombardi, J Palmisani, L Facchini, T Mongelli, ...
Cancers 12 (5), 1262, 2020
252020
Shannon entropy approach reveals relevant genes in Alzheimer’s disease
A Monaco, N Amoroso, L Bellantuono, E Lella, A Lombardi, A Monda, ...
PloS One 14 (12), e0226190, 2019
242019
Machine learning and dwi brain communicability networks for alzheimer’s disease detection
E Lella, A Lombardi, N Amoroso, D Diacono, T Maggipinto, A Monaco, ...
Applied Sciences 10 (3), 934, 2020
202020
Modelling cognitive loads in schizophrenia by means of new functional dynamic indexes
A Lombardi, C Guaragnella, N Amoroso, A Monaco, L Fazio, P Taurisano, ...
NeuroImage 195, 150-164, 2019
202019
A novel synchronization-based approach for functional connectivity analysis
A Lombardi, S Tangaro, R Bellotti, A Bertolino, G Blasi, G Pergola, ...
Complexity 2017, 2017
182017
Territorial bias in university rankings: a complex network approach
L Bellantuono, A Monaco, N Amoroso, V Aquaro, M Bardoscia, ...
Scientific reports 12 (1), 4995, 2022
172022
Brain age prediction with morphological features using deep neural networks: results from predictive analytic competition 2019
A Lombardi, A Monaco, G Donvito, N Amoroso, R Bellotti, S Tangaro
Frontiers in Psychiatry 11, 619629, 2021
172021
Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework
L Bellantuono, A Monaco, N Amoroso, V Aquaro, A Lombardi, S Tangaro, ...
Applied Network Science 7 (1), 14, 2022
162022
Identifying potential gene biomarkers for Parkinson’s disease through an information entropy based approach
A Monaco, E Pantaleo, N Amoroso, L Bellantuono, A Lombardi, A Tateo, ...
Physical Biology 18 (1), 016003, 2020
162020
Communicability characterization of structural DWI subcortical networks in Alzheimer’s disease
E Lella, N Amoroso, D Diacono, A Lombardi, T Maggipinto, A Monaco, ...
Entropy 21 (5), 475, 2019
152019
Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe
R Cilli, M Elia, M D’Este, V Giannico, N Amoroso, A Lombardi, E Pantaleo, ...
Scientific reports 12 (1), 16349, 2022
142022
Extensive evaluation of morphological statistical harmonization for brain age prediction
A Lombardi, N Amoroso, D Diacono, A Monaco, S Tangaro, R Bellotti
Brain sciences 10 (6), 364, 2020
142020
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Articles 1–20