Opportunistic osteoporosis screening in multi-detector CT images via local classification of textures

Summary Our study proposed an automatic pipeline for opportunistic osteoporosis screening using 3D texture features and regional vBMD using multi-detector CT images. A combination of different local and global texture features outperformed the global vBMD and showed high discriminative power to iden...

Full description

Saved in:

Bibliographic Details
Published in:	Osteoporosis international 2019-06, Vol.30 (6), p.1275-1285
Main Authors:	Valentinitsch, A., Trebeschi, S., Kaesmacher, J., Lorenz, C., Löffler, M. T., Zimmer, C., Baum, T., Kirschke, J. S.
Format:	Article
Language:	English
Subjects:	Aged Algorithms Bone Density - physiology Bone mineral density Classification Computed tomography Endocrinology Feasibility Studies Female Fractures Humans Imaging, Three-Dimensional - methods Incidental Findings Male Mass Screening - methods Medical screening Medicine Medicine & Public Health Middle Aged Original Original Article Orthopedics Osteoporosis Osteoporosis - diagnostic imaging Osteoporosis - physiopathology Osteoporotic Fractures - diagnostic imaging Osteoporotic Fractures - physiopathology Radiographic Image Interpretation, Computer-Assisted - methods Retrospective Studies Rheumatology Spinal Fractures - diagnostic imaging Spinal Fractures - physiopathology Spine Tomography, X-Ray Computed - methods Vertebrae
Citations:	Items that this one cites Items that cite this one
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!