为量化心血管疾病的死亡风险,根据数据集提供的ICD-10代码确定心血管疾病相关的死亡率,所选的ICD-10代码如表1所示。 MGH数据集包含335例接受LDCT肺癌筛查的患者。对受试者的心脏CT图像进行三种CVD风险评分,包括CAC评分,冠状动脉狭窄(量化为CAD-RADS)和MESA 10年风险。表1和表2列出了数据集的特征。MGH数据集用于...
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Moreover, they stated that although CCTA screening has not yet been demonstrated as improving the outcomes of asymptomatic diabetic patients, it has been shown to be beneficial in predicting future risk, and is promising for screening with an additional technique. Furthermore, an UpToDate review on...
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binary presence/absence as well as a frequency to represent diagnosis code as features. All ICD codes recorded with the same encounter number as the patient’s CT exam, or within a 24 hour window prior to their CT examination, were dropped to avoid data leakage. Lastly, we identified 22 ...
Welcome to the ICD-10 code for sarcopenia J Cachexia Sarcopenia Muscle, 7 (2016), pp. 512-514 CrossrefView in ScopusGoogle Scholar [3] Z Chen, WY Li, M Ho, PH. Chau The prevalence of sarcopenia in Chinese older adults: meta-analysis and meta-regression Nutrients, 13 (2021), p. 144...
Prakash P, Kalra MK, Ackman JB et al (2010) Diffuse lung disease: CT of the chest with adaptive statistical iterative reconstruction technique. Radiology 256:261–269 CrossRef National Lung Screening Trial Research Team, Aberle DR, Berg CD et al (2011) The National Lung Screening Trial: ove...
hamartomas (ICD-9-CM 759.6), multiple endocrine neoplasia (ICD-9-CM 258.01-258.03), and disorders of adrenal gland (ICD-9-CM255)), any cancer history, or cancer development within the first 2 years follow-up were excluded for minimising the selection bias and the screening effect (n ¼...
atabase Consortium and Image Database Resource Initiative (LIDC-IDRI) consisted of diagnostic and lung cancer screening thoracic CT scans with marked-up annotated lesions. 4.1. LIDC anTdhiLs IdDatCas-eItDwRasI initiated by the National Cancer Institute (NCI). Seven academic centers and eight ...
The National Lung Screening Trial showed that low-dose computed tomography (LDCT) reduces mortality by 20% compared with chest X-rays [5]. Posterior studies have shown that the early detection of lung nodules can increase the five-year survival rate of lung cancer patients. The five-year ...