AI applications to medical images: From machine learning to deep learning I Castiglioni, L Rundo, M Codari, G Di Leo, C Salvatore, M Interlenghi, ... Physica medica 83, 9-24, 2021 | 416 | 2021 |
AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study P Soda, NC D’Amico, J Tessadori, G Valbusa, V Guarrasi, C Bortolotto, ... Medical image analysis 74, 102216, 2021 | 81 | 2021 |
Artificial intelligence in emergency radiology: where are we going? M Cellina, M Cè, G Irmici, V Ascenti, E Caloro, L Bianchi, G Pellegrino, ... Diagnostics 12 (12), 3223, 2022 | 25 | 2022 |
A machine learning approach for differentiating malignant from benign enhancing foci on breast MRI NC D’Amico, E Grossi, G Valbusa, F Rigiroli, B Colombo, M Buscema, ... European Radiology Experimental 4, 1-8, 2020 | 23 | 2020 |
Pareto optimization of deep networks for COVID-19 diagnosis from chest X-rays V Guarrasi, NC D’Amico, R Sicilia, E Cordelli, P Soda Pattern Recognition 121, 108242, 2022 | 21 | 2022 |
Radiomics-based prediction of overall survival in lung cancer using different volumes-of-interest NC D’Amico, R Sicilia, E Cordelli, L Tronchin, C Greco, M Fiore, ... Applied Sciences 10 (18), 6425, 2020 | 17 | 2020 |
A multi-expert system to detect covid-19 cases in x-ray images V Guarrasi, NC D'Amico, R Sicilia, E Cordelli, P Soda 2021 IEEE 34th International Symposium on Computer-Based Medical Systems …, 2021 | 13 | 2021 |
Tackling imbalance radiomics in acoustic neuroma NC D'Amico, M Merone, R Sicilia, E Cordelli, F D'Antoni, IB Zanetti, ... International Journal of Data Mining and Bioinformatics 22 (4), 365-388, 2019 | 7 | 2019 |
Ultrasound elastography: basic principles and examples of clinical applications with artificial intelligence—a review M Cè, NC D’Amico, GM Danesini, C Foschini, G Oliva, C Martinenghi, ... BioMedInformatics 3 (1), 17-43, 2023 | 5 | 2023 |
Early radiomics experiences in predicting CyberKnife response in acoustic neuroma NC D'Amico, R Sicilia, E Cordelli, G Valbusa, E Grossi, IB Zanetti, ... ACM SIGBioinformatics Record 8 (3), 11-13, 2019 | 4 | 2019 |
Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study NC D’Amico, R Sicilia, E Cordelli, G Valbusa, E Grossi, IB Zanetti, ... 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 4 | 2018 |
A decision support system based on bi-rads and radiomic classifiers to reduce false positive breast calcifications at digital breast tomosynthesis: a preliminary study M Alì, NC D’Amico, M Interlenghi, M Maniglio, D Fazzini, S Schiaffino, ... Applied Sciences 11 (6), 2503, 2021 | 3 | 2021 |
A radiomic approach for successful distinction of infection versus inflammation in patients treated with reparative orthopaedic surgery: a pilot study NC D'Amico, P Gandolfo, G Valbusa, E Grossi, D Fazzini, M Colombo, ... European Congress of Radiology-ECR 2019, 2019 | 2 | 2019 |
Development of Predictive Models for the Response of Vestibular Schwannoma Treated with Cyberknife®: A Feasibility Study Based on Radiomics and Machine … I Bossi Zanetti, E De Martin, R Pascuzzo, NC D’Amico, S Morlino, I Cane, ... Journal of Personalized Medicine 13 (5), 808, 2023 | 1 | 2023 |
Counseling pre-Myocardial perfusion GSPECT imaging: a good practice to improve quality of the nuclear medicine service S Ibba, P Gandolfo, M Pozzoni, G Zuccotti, N D'Amico, S Gonella, G Fosci, ... EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022 | | 2022 |
Computational methods to boost radiomics NC D'Amico Università Campus Bio-Medico, 2022 | | 2022 |
Radiomics-based machine learning methods for the prediction of acoustic neuroma response to CyberKnife treatment: A multicenter study. IB Zanetti, R Pascuzzo, NC D’Amico, D Aquino, P Soda, S Morlino, V Pinzi, ... Journal of Radiosurgery & SBRT 8, 2022 | | 2022 |
1251P Exploring quantitative biomarkers from different tumour volumes for radiomics in lung cancer S Ramella, RM D'Angelillo, M Fiore, C Greco, E Ippolito, N D'Amico, ... Annals of Oncology 31, S809, 2020 | | 2020 |
Radiomic: Prediction of Acoustic Neuroma Response to the Cyberknife Treatment IB Zanetti, NC D'Amico, E Grossi, G Beltramo, P Romanelli Cureus Journal of Medical Science 11 (10), 2019 | | 2019 |
EP-2105: Radiomics in response prediction to Cyberknife radiosurgery for acoustic neuroma: a pilot study IB Zanetti, NC D'Amico, E Grossi, G Valbusa, G D'Anna, D Fazzini, ... Radiotherapy and Oncology 127, S1157-S1158, 2018 | | 2018 |