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Deep-learning-based projection-domain breast thickness estimation for shape-prior iterative image reconstruction in

Seoyoung Lee1, Hyeongseok Kim2, Hoyeon Lee3

  • 1Department of Nuclear and Quantum Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Korea.

Medical Physics
|March 17, 2022
PubMed
Summary

This study introduces a deep learning method to accurately estimate breast thickness and reconstruct breast shape in digital breast tomosynthesis (DBT). This improves diagnostic accuracy and breast density estimation in mammography.

Keywords:
breast shape estimationconvolutional neural networkdigital breast tomosynthesisdiscrete tomographyperipheral equalizationthickness correction

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