Deep Learning Method for Precise Landmark Identification and Structural Assessment of Whole-Spine Radiographs
Sung Hyun Noh,
Gaeun Lee,
Hyun-Jin Bae
et al.
Abstract:This study measured parameters automatically by marking the point for measuring each parameter on whole-spine radiographs. Between January 2020 and December 2021, 1017 sequential lateral whole-spine radiographs were retrospectively obtained. Of these, 819 and 198 were used for training and testing the performance of the landmark detection model, respectively. To objectively evaluate the program’s performance, 690 whole-spine radiographs from four other institutions were used for external validation. The combin… Show more
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