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Harmonization of robust radiomic features in the submandibular gland using multi-ultrasound systems: A preliminary study.

Yoon Joo ChoiKug Jin JeonAri LeeSang-Sun HanChena Lee
Published in: Dento maxillo facial radiology (2022)
On ultrasonographic examination, robust radiomic features for normal submandibular gland were obtained and inter device normalization was efficiently conducted using ComBat harmonization. Our findings would be useful for multi devices or multicenter studies based on clinical ultrasonographic imaging data to improve the accuracy of the overall diagnostic model.
Keyphrases
  • high resolution
  • magnetic resonance imaging
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  • electronic health record
  • big data
  • computed tomography
  • ultrasound guided
  • optical coherence tomography
  • fluorescence imaging