Automated Opportunistic Osteoporosis Screening in Routine Computed Tomography of the Spine: Comparison With Dedicated Quantitative CT
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Bone and Mineral Research"
DOI: 10.1002/jbmr.4575
Abstract: Opportunistic osteoporosis screening in nondedicated routine computed tomography (CT) is of increasing importance. The purpose of this study was to compare lumbar volumetric bone mineral density (vBMD) assessed by a convolutional neural network (CNN)‐based framework… read more here.
Keywords: vbmd qct; opportunistic osteoporosis; osteoporosis screening; osteoporosis ... See more keywords
CNN-based qualitative detection of bone mineral density via diagnostic CT slices for osteoporosis screening
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DOI: 10.1007/s00198-020-05673-w
Abstract: The features extracted from diagnostic computed tomography (CT) slices were used to qualitatively detect bone mineral density (BMD) through neural network models, and the evaluation results indicated that it may be a promising approach to… read more here.
Keywords: network; diagnostic slices; osteoporosis screening; bmd ... See more keywords
Automatic opportunistic osteoporosis screening using low-dose chest computed tomography scans obtained for lung cancer screening
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DOI: 10.1007/s00330-020-06679-y
Abstract: Objective Osteoporosis is a prevalent and treatable condition, but it remains underdiagnosed. In this study, a deep learning-based system was developed to automatically measure bone mineral density (BMD) for opportunistic osteoporosis screening using low-dose chest… read more here.
Keywords: low dose; opportunistic osteoporosis; dose chest; osteoporosis screening ... See more keywords
A Pilot Study to Assess Opportunistic Use of CT-Scan for Osteoporosis Screening in Chronic Pancreatitis
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DOI: 10.3389/fphys.2022.866945
Abstract: Objectives: CT scans are commonly performed in patients with chronic pancreatitis (CP). Osteopathy and fractures are recognized in CP but no osteoporosis screening guidelines are recommended. “Opportunistic” CT scan-derived bone density thresholds are assessed for… read more here.
Keywords: osteoporosis screening; osteoporosis; chronic pancreatitis; bone density ... See more keywords