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논문 목록
Automated Measurement of Lumbar Lordosis on Radiographs Using Machine Learning and Computer Vision
저자
Cho B.H.,Kaji D.,Cheung Z.B.,Ye I.B.,Tang R.,Ahn A.,Carrillo O.,Schwartz J.T.,Valliani A.A.,Oermann E.K.,Arvind V.,Ranti D.,Sun L.,Kim J.S.,Cho S.K.
학술지명
Global Spine Journal
출판/발행연도
2020
주제
요약
본 연구는 요추 전만을 자동으로 측정하기 위해 머신러닝과 컴퓨터 비전을 결합한 파이프라인을 개발했습니다. 개발된 파이프라인은 척추 측면 방사선 사진을 활용하여 척추 분절 신경망을 구축하고, 이를 통해 요추 전만 각도를 계산하며, 수술 전문가의 측정과 비교하여 통계적으로 유의미한 차이가 없는 결과를 보였습니다.
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