Evaluation on the Effectiveness and Safety of AI-based Coronary CT Angiographic Analysis Software (RuiXin-CoronaryAI) for Diagnosis of Coronary Artery Stenosis
试验速览
- 阶段
- 不适用
- 入组人数
- 615
- 试验地点
- 3
- 主要终点
- Per-vessel diagnostic sensitivity of RuiXin-CoronaryAI for diagnosis of coronary artery stenosis
研究概览
简要总结
With the emergence of advanced technology to date in the artificial intelligence (AI), computer aided diagnosis has gradually gained its popularity in the field of healthcare. Particularly, in the clinical practice of coronary artery disease diagnosis, the application of AI could be of great implication in alleviating the shortage of medical sources. To evaluate the effectiveness and safety of the AI-based coronary CT angiographic analysis software (RuiXin-CoronaryAI) for diagnosis of coronary artery stenosis, a retrospective, multi-center, cross-over designed, blinded, sensitivity superiority and specificity non-inferiority clinical trial will be conducted.
详细描述
Patients ≥18 years old with suspected or known coronary artery disease who underwent CCTA will be included. CCTA images of subjects should be of good quality up to the DICOM 3.0 standards, obtained by CT scan with ≥64-slices. The subjects with unqualified CTA will be excluded. CCTA images will be analyzed in three methods (3 groups). Control group: CCTA images will be visually evaluated by physicians. Experiment group: CCTA images will be evaluated by physicians using RuiXin-CoronaryAI. Reference group: CCTA images will be visually evaluated by cardiologists with at least 10 years experiences, and the conclusions they offer will be used as golden standard. Primary outcomes are diagnostic sensitivity and specificity of RuiXin-CoronaryAI and coronary CTA for diagnosis of ischemia on a per-vessel basis. The effectiveness of RuiXin-CoronaryAI for diagnosis of coronary artery stenosis will be conducted by testing superiority of diagnostic sensitivity and non-inferiority of specificity.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Retrospective
入排标准
- 年龄范围
- 18 Years 至 —（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 否
入选标准
- •layer thickness of CCTA images should be less than 1mm, image quality should be up to DICOM 3.0 standards;
- •vessels should be clearly developed, contrast medium ought to be well filled, the average of CT value of aortic root cavity should be between 325-600HU in CCTA image;
- •remodeling of vessels should be intact, including coronary artery and branches, without missed or inaccurate slices;
- •CCTA image should be obtained from single- or dual-source computed tomography (CT) scanners with a minimum of 64 detector rows.
排除标准
- •CCTA image is of poor quality due to motion artifact, severe calcification, metal coverage, noise, poor contrast medium injection and other variables influencing the diagnosis of stenosis;
- •previous percutaneous coronary intervention (PCI) or coronary artery bypass grafting (CABG);
- •anomalous origin of coronary artery;
- •other non-atherosclerosis-related coronary diseases like coronary artery fistula, aneurysm, coronary artery ectasia, arteritis coronaria, etc.;
- •repeated enrollment;
- •other conditions not suitable for enrollment.
结局指标
主要结局
Per-vessel diagnostic sensitivity of RuiXin-CoronaryAI for diagnosis of coronary artery stenosis
时间窗: 1 day; Incident time for CTA examination was dependent on the length of time on the CT scaner. RuiXin-CoronaryAI examination was done remotely at Raysight's processing center in Shenzhen with a turnaround time of 24 hours from CT scan.
Outcome measures were comparing RuiXin-CoronaryAI to CTA on a per-vessel basis
Per-vessel diagnostic specificity of RuiXin-CoronaryAI for diagnosis of coronary artery stenosis
时间窗: 1 day; Incident time for CTA examination was dependent on the length of time on the CT scaner. RuiXin-CoronaryAI examination was done remotely at Raysight's processing center in Shenzhen with a turnaround time of 24 hours from CT scan.
Outcome measures were comparing RuiXin-CoronaryAI to CTA on a per-vessel basis
次要结局
- Per-patient diagnostic sensitivity of RuiXin-CoronaryAI for diagnosis of coronary artery stenosis(1 day; Incident time for CTA examination was dependent on the length of time on the CT scaner. RuiXin-CoronaryAI examination was done remotely at Raysight's processing center in Shenzhen with a turnaround time of 24 hours from CT scan.)
- Per-patient diagnostic specificity of RuiXin-CoronaryAI for diagnosis of coronary artery stenosis(1 day; Incident time for CTA examination was dependent on the length of time on the CT scaner. RuiXin-CoronaryAI examination was done remotely at Raysight's processing center in Shenzhen with a turnaround time of 24 hours from CT scan.)