机会主义计算机断层扫描查骨质疏松症和骨折
Daphne Guenoun1,2, Pierre Champsaur1,2
1APHM, Sainte-Marguerite Hospital, Institute for Locomotion, Department of Radiology, Marseille, France.
Seminars in musculoskeletal radiology
|September 25, 2023
概括
骨质疏松症经常被忽视,但常规的CT扫描可以以经济有效的方式选. 人工智能可以在这些扫描上自动化骨折风险评估,以便更早地对患者进行管理.
科学领域:
- 放射学 放射学是指放射学
- 医疗成像医学成像
- 骨质疏松症研究 骨质疏松症研究
背景情况:
- 骨质疏松症经常被诊断不足和治疗不足,导致患者患病率显著,医疗保健成本高.
- 使用常规胸部和/或腹部计算机断层扫描 (CT) 进行骨质疏松症的机会性查是可行的,没有额外的成本,时间或辐射暴露.
研究的目的:
- 评估使用机会性CT扫描量化骨折风险的各种方法.
- 探索人工智能在自动化骨质疏松症和骨折风险评估方面的潜力.
主要方法:
- 脊椎霍恩斯菲尔德单位骨矿物质密度 (BMD) 测量 (通常为L1).
- 使用异步或内部校准测量BMD.
- 定量CT (qCT) 分析.
- 骨质纹理评估. 骨质纹理评估.
- 有限元素分析 (FEA).
主要成果:
- 存在多种方法来量化机会性CT扫描的骨折风险.
- 人工智能 (AI) 可以提供自动化骨折风险评分.
- 机会性CT查显示,对早期骨质疏松症的治疗有前途.
结论:
- 常规CT扫描为骨质疏松症查提供了一个具有成本效益的机会.
- 人工智能驱动的CT风险评估可以促进早期诊断和治疗启动.
- 这种方法可以改善患者的治疗结果,并减少医疗保健系统的负担.
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