Radiomics in Pituitary Adenomas: A Systematic Review of Clinical Applications and Predictive Models.

ABSTRACT: Background: Radiomics offers quantitative, high-dimensional data from conventional imaging and holds promise for improving diagnosis and treatment of pituitary adenomas (PAs). This systematic review aimed to synthesize current clinical applications of radiomics in PAs, focusing on diagnostic, predictive, and prognostic modeling. Methods: This review followed the PRISMA 2020 guidelines. A systematic search was performed in PubMed, Scopus, and Web of Science on 10 January 2024, and updated on 5 March 2024, using predefined keywords and MeSH terms. Studies were included if they evaluated radiomics-based models using MRI for diagnosis, classification, consistency, invasiveness, treatment response, or recurrence in human PA populations. Data extraction included study design, sampl

SUBMITTER: Agosti E 

PROVIDER: S-EPMC12471039 | biostudies-literature | 2025 Sep

REPOSITORIES: biostudies-literature