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A systematic review of radiomics in chondrosarcoma: assessment of study quality and clinical value needs handy tools.

Jingyu ZhongYangfan HuXiang GeYue XingDefang DingGuangcheng ZhangHuan ZhangQingcheng YangWeiwu Yao
Published in: European radiology (2022)
• Among radiomics studies on chondrosarcoma, although differential diagnostic models showed promising performance, only pieces of weak level of evidence were reached with insufficient study quality. • Since the RQS rating, the TRIPOD checklist, and the IBSI guideline have largely overlapped with each other, it is necessary to establish one widely acceptable methodological and reporting guideline for radiomics research. • The TRIPOD model typing, the phase classification of image mining studies, and the level of evidence category are useful tools to assess the gap between academic research and clinical application, although their modifications for radiomics studies are needed.
Keyphrases
  • lymph node metastasis
  • contrast enhanced
  • deep learning
  • case control
  • machine learning
  • computed tomography
  • magnetic resonance