Ricerca Scientifica

Baseline MRI-Radiomics Can Predict Overall Survival in Non-Endemic EBV-Related Nasopharyngeal Carcinoma Patients

by M. Bologna, V. Da Corino, G. Calareso, C. Tenconi, S. Alfieri, N. Iacovelli, A. Cavallo, S. Cavalieri, L. D. Locati, P. Bossi, D. A. Romanello, R. Ingargiola, T. Rancati, E. Pignoli, S. Sdao, M. Pecorilla, N. Facchinetti, A. Trama, L. Licitra, L. Mainardi, E. Orlandi 4 Settembre 2020

Advanced stage nasopharyngeal cancer (NPC) shows highly variable treatment outcomes, suggesting the need for independent prognostic factors.... Leggi tutto.

Ricerca Scientifica

Methodology and technology for the development of a prognostic MRI-based radiomic model for the outcome of head and neck cancer patients

by synbrain, M. Bologna, V. Da Corino, C. Tenconi, N. Facchinetti, G. Calareso, N. Iacovelli, A. Cavallo, S. Alfieri, S. Cavalieri, C. Fallai, R. Valdagni, T. Rancati, A. Trama, L. Licitra, E. Orlandi, L. Mainardi 20 Luglio 2020

The purpose of this study was to establish a methodology and technology for the development of an MRI-based radiomic signature for prognosis of overall survival... Leggi tutto.

Ricerca Scientifica

Radiomic features for patients with primary soft tissue sarcomas: A prognostic study

by S. Pasquali, M. Bologna, G. Infante, R. Vigorito, A. Messina, C. Morosi, R. Miceli, F. G. Greco, A. Casale, V. Da Corino, F. Barretta, L. Mainardi, E. Palassini, R. Sanfilippo, S. Stacchiotti, P. G. Casali, D. Callegaro, A. Gronchi 25 Maggio 2020

Prognosis of extremity soft tissue sarcomas (ESTS) and retroperitoneal sarcomas (RPS) is currently estimated on clinical-pathological features, as those incorporated... Leggi tutto.

Ricerca Scientifica

Relevance of apparent diffusion coefficient features for a radiomics-based prediction of response to induction chemotherapy in sinonasal cancer

by M. Bologna, G. Calareso, C. Resteghini, S. Sdao, E. Montin, V. Da Corino, L. Mainardi, L. Licitra, P. Bossi 3 Febbraio 2020

In this paper, several radiomics-based predictive models of response to induction chemotherapy (IC) in sinonasal cancers (SNCs) are built and tested. Models were... Leggi tutto.

Ricerca Scientifica

Technical Note: Virtual phantom analyses for preprocessing evaluation and detection of a robust feature set for MRI-radiomics of the brain

by M. Bologna, V. Da Corino, L. Mainardi 20 Settembre 2019

The purpose of the paper was to use a virtual phantom to identify a set of radiomic features from T1-weighted and T2-weighted magnetic resonance imaging (MRI) of... Leggi tutto.

Ricerca Scientifica

Assessment of the effect of intensity standardization on the reliability of T1-weighted MRI radiomic features: experiment on a virtual phantom

by M. Bologna, V. Da Corino, L. Mainardi 24 Luglio 2019

The effect of time of repetition (TR) and time of echo (TE) on radiomic features was evaluated using a virtual phantom. Forty-two T1-weighted MRI images of the same... Leggi tutto.

Ricerca Scientifica

Assessment of Stability and Discrimination Capacity of Radiomic Features on Apparent Diffusion Coefficient Images

by M. Bologna, V. Da Corino, E. Montin, A. Messina, G. Calareso, F. G. Greco, S. Sdao, L. Mainardi 3 Maggio 2018

The objectives of the study are to develop a new way to assess stability and discrimination capacity of radiomic features without the need of test-retest or multiple... Leggi tutto.

Ricerca Scientifica

Stability assessment of first order statistics features computed on ADC maps in soft-tissue sarcoma

by M. Bologna, E. Montin, V. Da Corino, L. Mainardi 11 Luglio 2017

Lo scopo di questo studio è stato quello di valutare la stabilità e la rilevanza delle caratteristiche radiomiche per l'analisi delle immagini mediche dei sarcomi... Leggi tutto.