| Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge EE Bron, M Smits, WM Van Der Flier, H Vrenken, F Barkhof, P Scheltens, ... NeuroImage 111, 562-579, 2015 | 358 | 2015 |
| 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 | 135 | 2018 |
| Complex networks reveal early MRI markers of Parkinson’s disease N Amoroso, M La Rocca, A Monaco, R Bellotti, S Tangaro Medical image analysis 48, 12-24, 2018 | 132 | 2018 |
| Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease A Chincarini, F Sensi, L Rei, G Gemme, S Squarcia, R Longo, F Brun, ... NeuroImage 125, 834-847, 2016 | 93 | 2016 |
| Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease GI Allen, N Amoroso, C Anghel, V Balagurusamy, CJ Bare, D Beaton, ... Alzheimer's & Dementia 12 (6), 645-653, 2016 | 86 | 2016 |
| DTI measurements for Alzheimer’s classification T Maggipinto, R Bellotti, N Amoroso, D Diacono, G Donvito, E Lella, ... Physics in Medicine & Biology 62 (6), 2361, 2017 | 76 | 2017 |
| De Novo Drug Design of Targeted Chemical Libraries Based on Artificial Intelligence and Pair-Based Multiobjective Optimization A Domenico, G Nicola, T Daniela, C Fulvio, A Nicola, N Orazio Journal of Chemical Information and Modeling 60 (10), 4582-4593, 2020 | 67 | 2020 |
| 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, 674055, 2021 | 58 | 2021 |
| Machine learning reveals that prolonged exposure to air pollution is associated with SARS-CoV-2 mortality and infectivity in Italy RC Gatti, A Velichevskaya, A Tateo, N Amoroso, A Monaco Environmental Pollution 267, 115471, 2020 | 58 | 2020 |
| 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 | 53 | 2019 |
| High-concentration methane and ethane QEPAS detection employing partial least squares regression to filter out energy relaxation dependence on gas matrix composition G Menduni, A Zifarelli, A Sampaolo, P Patimisco, M Giglio, N Amoroso, ... Photoacoustics 26, 100349, 2022 | 49 | 2022 |
| 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 | 46 | 2021 |
| Grey matter volume patterns in thalamic nuclei are associated with familial risk for schizophrenia G Pergola, S Trizio, P Di Carlo, P Taurisano, M Mancini, N Amoroso, ... Schizophrenia research 180, 13-20, 2017 | 46 | 2017 |
| Automated voxel-by-voxel tissue classification for hippocampal segmentation: methods and validation S Tangaro, N Amoroso, M Boccardi, S Bruno, A Chincarini, G Ferraro, ... Physica Medica 30 (8), 878-887, 2014 | 43 | 2014 |
| A roadmap towards breast cancer therapies supported by explainable artificial intelligence N Amoroso, D Pomarico, A Fanizzi, V Didonna, F Giotta, D La Forgia, ... Applied Sciences 11 (11), 4881, 2021 | 40 | 2021 |
| Multiplex networks for early diagnosis of Alzheimer's disease N Amoroso, M La Rocca, S Bruno, T Maggipinto, A Monaco, R Bellotti, ... Frontiers in Aging Neuroscience 10, 365, 2018 | 38 | 2018 |
| Hough transform for clustered microcalcifications detection in full-field digital mammograms A Fanizzi, TMA Basile, L Losurdo, N Amoroso, R Bellotti, U Bottigli, ... Applications of digital image processing XL 10396, 218-229, 2017 | 37 | 2017 |
| Hippocampal unified multi-atlas network (HUMAN): protocol and scale validation of a novel segmentation tool N Amoroso, R Errico, S Bruno, A Chincarini, E Garuccio, F Sensi, ... Physics in Medicine & Biology 60 (22), 8851, 2015 | 36 | 2015 |
| A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer’s Disease A Lombardi, D Diacono, N Amoroso, P Biecek, A Monaco, L Bellantuono, ... Brain informatics 9 (1), 17, 2022 | 34 | 2022 |
| Feature selection based on machine learning in MRIs for hippocampal segmentation S Tangaro, N Amoroso, M Brescia, S Cavuoti, A Chincarini, R Errico, ... Computational and mathematical methods in medicine 2015 (1), 814104, 2015 | 34 | 2015 |
