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A Comparison of Computer-Aided Diagnosis Schemes Optimized Using Radiomics and Deep Transfer Learning Methods.

Gopichandh DanalaSai Kiran MaryadaWarid IslamRowzat FaizMeredith JonesYuchen QiuBin Zheng
Published in: Bioengineering (Basel, Switzerland) (2022)
This study demonstrates that using deep transfer learning is more efficient to develop CAD schemes and it enables a higher lesion classification performance than CAD schemes developed using radiomics-based technology.
Keyphrases
  • coronary artery disease
  • lymph node metastasis
  • deep learning
  • contrast enhanced
  • magnetic resonance imaging
  • electron transfer