Deep learning models in medical image analysis.

Journal: Journal of oral biosciences
Published Date:

Abstract

BACKGROUND: Deep learning is a state-of-the-art technology that has rapidly become the method of choice for medical image analysis. Its fast and robust object detection, segmentation, tracking, and classification of pathophysiological anatomical structures can support medical practitioners during routine clinical workflow. Thus, deep learning-based applications for diseases diagnosis will empower physicians and allow fast decision-making in clinical practice.

Authors

  • Masayuki Tsuneki
    Medmain Research, Medmain Inc., Fukuoka, 810-0042, Japan. tsuneki@medmain.com.