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Natascha Claudia D'Amico
Natascha Claudia D'Amico
PhD student Computer Systems & Bioinformatics Laboratory Department of Engineering, University Campus Bio-Medico of Rome Biomedical Engineer Centro Diagnostico Italiano S.p.A.
Email verificata su cdi.it
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Citata da
Citata da
Anno
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
3832021
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
802021
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
252022
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
232020
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
192022
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
162020
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
122021
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
72019
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
42023
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
42019
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
42018
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
32021
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
22019
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
12023
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
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study (preprint)
P Soda, NC D'Amico, J Tessadori, G Valbusa, V Guarrasi, C Bortolotto, ...
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
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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