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Current state of radiomic research in pancreatic cancer: focusing on study design and reproducibility of findings.

James Alex MalcolmMark TaceyPeter GibbsBelinda LeeHyun Soo Ko
Published in: European radiology (2023)
• Current state of radiomics research in pancreatic cancer shows low software compliance to the Image Biomarker Standardisation Initiative (IBSI). • IBSI-compliant radiomics studies in pancreatic cancer are heterogeneous and not comparable, and the majority of study designs showed low reproducibility. • Improved methodology and standardisation of practice in the emerging field of radiomics has the potential of this non-invasive imaging biomarker in the management of pancreatic cancer.
Keyphrases
  • lymph node metastasis
  • contrast enhanced
  • healthcare
  • high resolution
  • deep learning
  • primary care
  • squamous cell carcinoma
  • magnetic resonance imaging
  • computed tomography
  • machine learning
  • case control