Tsang James F, Leslie William D
Manitoba Bone Density Program, Faculty of Medicine, University of Manitoba, Winnipeg, Canada.
J Bone Miner Res. 2007 Jun;22(6):789-98. doi: 10.1359/jbmr.070319.
Expert physicians and automated methods for the exclusion of vertebral levels in DXA scans containing focal artifacts were compared. All methods of vertebral exclusion led to a small improvement in fracture prediction. Computer algorithms performed at least as well as physicians.
Lumbar spine DXA is often confounded by focal artifacts. Clinical rules and automated methods for vertebral exclusion have been proposed, but their concordance, effect on diagnosis, and fracture prediction is unknown.
We analyzed clinical DXA scans of the lumbar spine (20,478 women and 1534 men) performed from 1998 to 2002 (Province of Manitoba, Canada). Longitudinal health service records were assessed for the presence of nontrauma fracture codes after BMD testing. The effect of vertebral exclusions by expert physicians and several automated methods on diagnosis and prediction of incident fractures was compared.
Vertebral exclusions were reported by physicians in over one quarter of the scans (31% of women and 29% of men). All methods of vertebral exclusion significantly decreased the mean spine T-score and increased the proportion of women designated as osteoporotic. kappa values and ROC area under the curve (AUC) for physician-computer agreement in the identification of abnormal scans indicated fair to moderate agreement in both women and men. Compared with no vertebral exclusions, a small increase in the hazard ratio and AUC for spine fracture and osteoporotic fracture prediction was seen after physician and computer exclusions. Compared with physician exclusions, AUC for prediction of osteoporotic fractures in men increased significantly with one computer algorithm (p = 0.004). The minimum vertebral T-score enhanced fracture prediction compared with no exclusions but approximately doubled the prevalence of osteoporotic categorization.
We observed fair to moderate agreement between the physician and computer methods for vertebral level exclusion. All methods of vertebral exclusion led to a small improvement in fracture prediction using the lumbar spine measurement. The automated algorithms performed at least as well as physicians when fractures were used as the endpoint.
对专家医生和用于排除包含局灶性伪影的双能X线吸收法(DXA)扫描中椎体层面的自动化方法进行了比较。所有椎体排除方法都使骨折预测有了小幅改善。计算机算法的表现至少与医生相当。
腰椎DXA常因局灶性伪影而受到干扰。已提出了用于椎体排除的临床规则和自动化方法,但其一致性、对诊断的影响以及骨折预测尚不清楚。
我们分析了1998年至2002年在加拿大曼尼托巴省进行的腰椎临床DXA扫描(20478名女性和1534名男性)。在骨密度测试后,评估纵向健康服务记录中是否存在非创伤性骨折编码。比较了专家医生和几种自动化方法进行椎体排除对新发骨折诊断和预测的影响。
超过四分之一的扫描(31%的女性和29%的男性)有医生报告的椎体排除情况。所有椎体排除方法均显著降低了脊柱平均T值,并增加了被认定为骨质疏松症的女性比例。在识别异常扫描时,医生与计算机一致性的kappa值和曲线下面积(AUC)表明,女性和男性的一致性为中等。与不进行椎体排除相比,医生和计算机排除后,脊柱骨折和骨质疏松性骨折预测的风险比和AUC略有增加。与医生排除相比,一种计算机算法使男性骨质疏松性骨折预测的AUC显著增加(p = 0.004)。与不进行排除相比,最低椎体T值增强了骨折预测,但骨质疏松分类的患病率大约增加了一倍。
我们观察到医生和计算机方法在椎体层面排除方面的一致性为中等。所有椎体排除方法都使使用腰椎测量的骨折预测有了小幅改善。以骨折为终点时,自动化算法的表现至少与医生相当。