| FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare K Lekadir, AF Frangi, AR Porras, B Glocker, C Cintas, CP Langlotz, ... bmj 388, 2025 | 339 | 2025 |
| FUTURE-AI: guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging K Lekadir, R Osuala, C Gallin, N Lazrak, K Kushibar, G Tsakou, S Aussó, ... arXiv preprint arXiv:2109.09658, 2021 | 133 | 2021 |
| Wize Mirror-a smart, multisensory cardio-metabolic risk monitoring system Y Andreu, F Chiarugi, S Colantonio, G Giannakakis, D Giorgi, ... Computer Vision and Image Understanding 148, 3-22, 2016 | 114 | 2016 |
| A smart mirror to promote a healthy lifestyle S Colantonio, G Coppini, D Germanese, D Giorgi, M Magrini, P Marraccini, ... Biosystems Engineering 138, 33-43, 2015 | 102 | 2015 |
| A systematic review of few-shot learning in medical imaging E Pachetti, S Colantonio Artificial intelligence in medicine 156, 102949, 2024 | 99 | 2024 |
| Ambient assisted living: scoping review of artificial intelligence models, domains, technology, and concerns M Jovanovic, G Mitrov, E Zdravevski, P Lameski, S Colantonio, M Kampel, ... Journal of Medical Internet Research 24 (11), e36553, 2022 | 80 | 2022 |
| Machine and deep learning prediction of prostate cancer aggressiveness using multiparametric MRI E Bertelli, L Mercatelli, C Marzi, E Pachetti, M Baccini, A Barucci, ... Frontiers in oncology 11, 802964, 2022 | 72 | 2022 |
| Computer vision for assistive healthcare L Marco, GM Farinella Academic Press, 2018 | 56 | 2018 |
| The role of causality in explainable artificial intelligence G Carloni, A Berti, S Colantonio Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 15 (2 …, 2025 | 54 | 2025 |
| Mirror mirror on the wall... an unobtrusive intelligent multisensory mirror for well-being status self-assessment and visualization P Henriquez, BJ Matuszewski, Y Andreu-Cabedo, L Bastiani, ... IEEE transactions on multimedia 19 (7), 1467-1481, 2017 | 52 | 2017 |
| Can magnetic resonance radiomics analysis discriminate parotid gland tumors? A pilot study M Gabelloni, L Faggioni, S Attanasio, V Vani, A Goddi, S Colantonio, ... Diagnostics 10 (11), 900, 2020 | 50 | 2020 |
| CHRONIOUS: an open, ubiquitous and adaptive chronic disease management platform for chronic obstructive pulmonary disease (COPD), chronic kidney disease (CKD) and renal … R Rosso, G Munaro, O Salvetti, S Colantonio, F Ciancitto 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 50 | 2010 |
| Object tracking in a stereo and infrared vision system S Colantonio, M Benvenuti, MG Di Bono, G Pieri, O Salvetti Infrared physics & technology 49 (3), 266-271, 2007 | 45 | 2007 |
| Face morphology: Can it tell us something about body weight and fat? MA Pascali, D Giorgi, L Bastiani, E Buzzigoli, P Henríquez, ... Computers in biology and medicine 76, 238-249, 2016 | 40 | 2016 |
| Computer vision for ambient assisted living S Colantonio, G Coppini, D Giorgi, MA Morales, MA Pascali Comput. Vis. Assist. Healthc, 147-182, 2018 | 38 | 2018 |
| Decision making concepts for the remote, personalized evaluation of COPD patients’ health status S Colantonio, L Govoni, RL Dellacà, M Martinelli, O Salvetti, M Vitacca Methods of information in medicine 54 (03), 240-247, 2015 | 32 | 2015 |
| An approach to decision support in heart failure S Colantonio, M Martinelli, D Moroni, O Salvetti, F Perticone, A Sciacqua, ... Semantic Web Applications and Perspectives (SWAP 2007), 2007 | 32 | 2007 |
| Reproducibility of machine learning: Terminology, recommendations and open issues R Albertoni, S Colantonio, P Skrzypczyński, J Stefanowski arXiv preprint arXiv:2302.12691, 2023 | 31 | 2023 |
| On the applicability of prototypical part learning in medical images: Breast masses classification using ProtoPNet G Carloni, A Berti, C Iacconi, MA Pascali, S Colantonio International Conference on Pattern Recognition, 539-557, 2022 | 28 | 2022 |
| Optimizing radiomics for prostate cancer diagnosis: feature selection strategies, machine learning classifiers, and MRI sequences E Mylona, DI Zaridis, CΝ Kalantzopoulos, NS Tachos, D Regge, ... Insights into Imaging 15 (1), 265, 2024 | 27 | 2024 |
Davide MoroniSenior Researcher, ISTI-CNR, ItalyVerified email at isti.cnr.it
