首页> 外文期刊>Journal of Veterinary Internal Medicine >Evaluation of a Computer‐aided Lung Auscultation System for Diagnosis of Bovine Respiratory Disease in Feedlot Cattle
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Evaluation of a Computer‐aided Lung Auscultation System for Diagnosis of Bovine Respiratory Disease in Feedlot Cattle

机译:饲喂牛牛呼吸道疾病计算机辅助肺部听诊系统的评估

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AbstractBackgroundA computer-aided lung auscultation (CALA) system was recently developed to diagnose bovine respiratory disease (BRD) in feedlot cattle.ObjectivesTo determine, in a case–control study, the level of agreement between CALA and veterinary lung auscultation and to evaluate the sensitivity (Se) and specificity (Sp) of CALA to diagnose BRD in feedlot cattle.AnimalsA total of 561 Angus cross-steers (initial body weight = 246 ± 45 kg) were observed during the first 50 day after entry to a feedlot.MethodsCase–control study. Steers with visual signs of BRD identified by pen checkers were examined by a veterinarian, including lung auscultation using a conventional stethoscope and CALA that produced a lung score from 1 (normal) to 5 (chronic). For each steer examined for BRD, 1 apparently healthy steer was selected as control and similarly examined. Agreement between CALA and veterinary auscultation was assessed by kappa statistic. CALA's Se and Sp were estimated using Bayesian latent class analysis.ResultsOf the 561 steers, 35 were identified with visual signs of BRD and 35 were selected as controls. Comparison of veterinary auscultation and CALA (using a CALA score ≥2 as a cut off) revealed a substantial agreement (kappa = 0.77). Using latent class analysis, CALA had a relatively high Se (92.9%; 95% credible interval [CI] = 0.71–0.99) and Sp (89.6%; 95% CI = 0.64–0.99) for diagnosing BRD compared with pen checking.ConclusionsCALA had good diagnostic accuracy (albeit with a relatively wide CI). Its use in feedlots could increase the proportion of cattle accurately diagnosed with BRD.
机译:摘要背景技术最近开发了一种计算机辅助肺听诊(CALA)系统,用于诊断肉牛饲养中的牛呼吸道疾病(BRD)。进入饲养场后的头50天内观察到了CALA(Se)和特异性(Sp)来诊断饲养场牛的BRD。动物共观察到561头安格斯交叉转向(初始体重= 246±45公斤)。对照研究。兽医检查了由笔检查器识别出的具有BRD视觉迹象的牛皮,包括使用常规听诊器进行的肺部听诊和CALA产生的肺评分从1(正常)到5(慢性)。对于每个检查的BRD ste牛,选择1个看似健康的er牛作为对照,并进行类似检查。通过kappa统计量评估CALA和兽医听诊之间的一致性。采用贝叶斯潜在类分析法估算CALA的硒和硒。结果在561个ers牛中,鉴定出35个带有BRD视觉标记的ers牛,并选择了35个作为对照。兽医听诊与CALA的比较(以CALA分数≥2为截止值)显示出基本一致(kappa = 0.77)。使用潜在类别分析,与笔检查相比,CALA诊断BRD的Se(92.9%; 95%可信区间[CI] = 0.71-0.99)和Sp(89.6%; 95%CI = 0.64-0.99)相对较高。具有良好的诊断准确性(尽管CI相对较宽)。在饲养场中使用它可以增加准确诊断出BRD的牛的比例。

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