Methodological appraisal practices in AI-Based radiomics research in paediatric brain tumour Imaging: A Meta-Research study of systematic reviews

<h2>Abstract</h2><h3>Background</h3> Artificial intelligence-based radiomics offers a potential adjunct to the current clinical management of paediatric brain tumours by enabling prediction of key diagnostic features. However, despite promising research, integration into clinical practice remains limited. This may in part reflect limitations in the underlying evidence base. Previous research has identified inconsistent methodological quality in primary studies and systematic reviews, as well as