Application of Radiomics in Melanoma: A Systematic Review and Meta-Analysis.

ABSTRACT: Background/Objectives: Radiomics is a powerful and emerging tool in oncology, with many potential applications in predicting therapy response and prognosis. To assess the current state of radiomics in melanoma, we conducted a systematic review of its various clinical uses. Methods: We searched three databases: PubMed, Web of Science and Scopus. Each study was classified based on multiple variables, including patient number, metastasis number, therapy, imaging modality, clinical endpoints and analysis methods. The risk of bias in the systematic review was assessed with QUADAS-2, and the certainty of evidence in the meta-analysis with GRADE. Results: Forty studies involving 4673 patients and 24,561 lesions were included in the analysis. Metastatic disease was the most fr

SUBMITTER: Falcone R 

PROVIDER: S-EPMC12524276 | biostudies-literature | 2025 Sep

REPOSITORIES: biostudies-literature