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Prediction of Microsatellite Instability in Colorectal Cancer Using a Machine Learning Model Based on PET/CT Radiomics.

Soyoung KimJae-Hoon LeeEun Jung ParkHye Sun LeeSeung Hyuk BaikTae Joo JeonKang Young LeeYoung Hoon RyuJeong Hyun Kang
Published in: Yonsei medical journal (2023)
Our predictive model incorporating PET radiomic features successfully identified the MSI status of CRC, and it also showed better performance than the conventional PET image parameters.
Keyphrases
  • pet ct
  • positron emission tomography
  • machine learning
  • computed tomography
  • deep learning
  • big data
  • magnetic resonance imaging