Feature reproducibility and model validation are two main challenges of radiomics. This study aims to systematically review radiomic feature reproducibility and predictive model validation strategies in studies dealing with CT and MRI radiomics of bone and soft-tissue sarcomas. The ultimate goal is to promote achieving a consensus on these aspects in radiomic workflows and facilitate clinical transferability.
CT and MRI radiomics of bone and soft-tissue sarcomas: a systematic review of reproducibility and validation strategies / Gitto, Salvatore; Cuocolo, Renato; Albano, Domenico; Morelli, Francesco; Pescatori, Lorenzo Carlo; Messina, Carmelo; Imbriaco, Massimo; Sconfienza, Luca Maria. - In: INSIGHTS INTO IMAGING. - ISSN 1869-4101. - 12:1(2021), p. 68. [10.1186/s13244-021-01008-3]
CT and MRI radiomics of bone and soft-tissue sarcomas: a systematic review of reproducibility and validation strategies
Cuocolo, Renato;Imbriaco, Massimo;
2021
Abstract
Feature reproducibility and model validation are two main challenges of radiomics. This study aims to systematically review radiomic feature reproducibility and predictive model validation strategies in studies dealing with CT and MRI radiomics of bone and soft-tissue sarcomas. The ultimate goal is to promote achieving a consensus on these aspects in radiomic workflows and facilitate clinical transferability.| File | Dimensione | Formato | |
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CT and MRI radiomics of bone and soft-tissue sarcomas a systematic review of reproducibility and validation strategies.pdf
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