Panoramic imaging errors in machine learning model development: a systematic review.

Journal: Dento maxillo facial radiology
PMID: 38273661

Abstract

OBJECTIVES: To investigate the management of imaging errors from panoramic radiography (PAN) datasets used in the development of machine learning (ML) models.

Authors

  • Eduardo Delamare
    Sydney Dental School, Faculty of Medicine and Health, The University of Sydney, Camperdown, NSW, 2050, Australia.
  • Xingyue Fu
    School of Computer Science, Faculty of Engineering, The University of Sydney, Camperdown, NSW, 2050, Australia.
  • Zimo Huang
    School of Computer Science, Faculty of Engineering, The University of Sydney, Camperdown, NSW, 2050, Australia.
  • Jinman Kim
    School of Information Technologies, University of Sydney, Australia; Institute of Biomedical Engineering and Technology, University of Sydney, Australia. Electronic address: jinman.kim@sydney.edu.au.

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