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Beyond diagnosis: is there a role for radiomics in prostate cancer management?

Articolo
Data di Pubblicazione:
2023
Citazione:
Beyond diagnosis: is there a role for radiomics in prostate cancer management? / Stanzione, Arnaldo; Ponsiglione, Andrea; Alessandrino, Francesco; Brembilla, Giorgio; Imbriaco, Massimo. - In: EUROPEAN RADIOLOGY EXPERIMENTAL. - ISSN 2509-9280. - 7:1(2023), p. 13. [10.1186/s41747-023-00321-4]
Abstract:
The role of imaging in pretreatment staging and management of prostate cancer (PCa) is constantly evolving. In the last decade, there has been an ever-growing interest in radiomics as an image analysis approach able to extract objective quantitative features that are missed by human eye. However, most of PCa radiomics studies have been focused on cancer detection and characterisation. With this narrative review we aimed to provide a synopsis of the recently proposed potential applications of radiomics for PCa with a management-based approach, focusing on primary treatments with curative intent and active surveillance as well as highlighting on recurrent disease after primary treatment. Current evidence is encouraging, with radiomics and artificial intelligence appearing as feasible tools to aid physicians in planning PCa management. However, the lack of external independent datasets for validation and prospectively designed studies casts a shadow on the reliability and generalisability of radiomics models, delaying their translation into clinical practice.
Tipologia CRIS:
1.1.3. Articolo in Rivista - Editorial, Comment, Reply
Elenco autori:
Stanzione, Arnaldo; Ponsiglione, Andrea; Alessandrino, Francesco; Brembilla, Giorgio; Imbriaco, Massimo
Autori di Ateneo:
BREMBILLA GIORGIO
Link alla scheda completa:
https://iris.unisr.it/handle/20.500.11768/141476
Link al Full Text:
https://iris.unisr.it//retrieve/handle/20.500.11768/141476/137020/s41747-023-00321-4.pdf
Pubblicato in:
EUROPEAN RADIOLOGY EXPERIMENTAL
Journal
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URL

https://eurradiolexp.springeropen.com/articles/10.1186/s41747-023-00321-4
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