A Deep Learning Model for Three-Dimensional Determination of Whole Thoracic Vertebral Bone Mineral Density from Noncontrast Chest CT: The Multi-Ethnic Study of Atherosclerosis
医学
放射科
骨矿物
胸腔
胸椎
腰椎
解剖
骨质疏松症
病理
腰椎
作者
Quincy A. Hathaway,Arta Kasaeian,Tommy Pan,David A. Bluemke,Elena Ghotbi,Joshua G. Klein,Hamza Ahmed Ibad,Christopher Dailing,Geoffrey H. Tison,R. Graham Barr,Wendy S. Post,Matthew Allison,João A.C. Lima,Matthew J. Budoff,Shadpour Demehri
出处
期刊:Radiology [Radiological Society of North America] 日期:2025-03-01卷期号:314 (3)
A multilevel, three-dimensional, deep learning segmentation algorithm applied to noncontrast chest CT images delineated distinct bone mineral density patterns from whole thoracic vertebrae and provided incremental value in predicting vertebral fractures.