Coronary Heart Disease Clinical Trial
Official title:
A CCTA Image Assisted Triage Software for the Assessment of Patients With Suspected Coronary Artery Disease: a Retrospective, Multi-center, Blind-evaluation Study
Verified date | August 2023 |
Source | Keya Medical |
Contact | n/a |
Is FDA regulated | No |
Health authority | |
Study type | Observational |
The goal of this clinical trail is to evaluate the effectiveness and accuracy of the CCTA image assisted triage software(DeepVessel® Cardisight, Keya Medical.) for the triage of patients with suspected coronary artery disease.
Status | Active, not recruiting |
Enrollment | 1093 |
Est. completion date | February 29, 2024 |
Est. primary completion date | June 8, 2023 |
Accepts healthy volunteers | No |
Gender | All |
Age group | N/A and older |
Eligibility | Inclusion Criteria: 1. CCTA images acquired by CT detectors need to meet the following requirements: - Check Modal = CT - Number of detector rows = 64 rows - Layer thickness =1mm - Layer spacing =1mm - Pixel pitch = 0.5mm - Ball tube voltage = 70kV - Number of layers = 100 layers 2. CCTA image quality score = 3 (5-point Likert scale). Exclusion Criteria: 1. Severe coronary artery calcification, which in the judgment of readers affects the stenosis adjudicator; 2. Previous percutaneous coronary intervention (PCI) or coronary artery bypass grafting (CABG); 3. Congenital anomalies of coronary artery origin or other malformations; 4. Coronary artery occlusive lesions; 5. Implantation of the pacemaker, internal defibrillator electrode, or prosthetic heart valve. |
Country | Name | City | State |
---|---|---|---|
China | Fuwai Hospital, Chinese Academy of Medical Sciences | Beijing | Beijing |
China | The Pearl River Hospital of Southern Medical University | Guangzhou | Guangdong |
China | Huanggang Central Hospital | Huanggang | Hubei |
China | The First Affiliated Hospital of Hebei Medical University | Shijiazhuang | Hebei |
China | Affiliated Hospital of Zunyi Medical University | Zunyi | Guizhou |
Lead Sponsor | Collaborator |
---|---|
Keya Medical |
China,
Choi AD, Marques H, Kumar V, Griffin WF, Rahban H, Karlsberg RP, Zeman RK, Katz RJ, Earls JP. CT Evaluation by Artificial Intelligence for Atherosclerosis, Stenosis and Vascular Morphology (CLARIFY): A Multi-center, international study. J Cardiovasc Compu — View Citation
Lucke C, Foldyna B, Andres C, Boehmer-Lasthaus S, Grothoff M, Nitzsche S, Gutberlet M, Lehmkuhl L. Post-processing in cardiovascular computed tomography: performance of a client server solution versus a stand-alone solution. Rofo. 2014 Dec;186(12):1111-21 — View Citation
Meijboom WB, Meijs MF, Schuijf JD, Cramer MJ, Mollet NR, van Mieghem CA, Nieman K, van Werkhoven JM, Pundziute G, Weustink AC, de Vos AM, Pugliese F, Rensing B, Jukema JW, Bax JJ, Prokop M, Doevendans PA, Hunink MG, Krestin GP, de Feyter PJ. Diagnostic ac — View Citation
Meyer M, Schoepf UJ, Fink C, Goldenberg R, Apfaltrer P, Gruettner J, Vajcs D, Schoenberg SO, Henzler T. Diagnostic performance evaluation of a computer-aided simple triage system for coronary CT angiography in patients with intermediate risk for acute cor — View Citation
Paul JF, Rohnean A, Giroussens H, Pressat-Laffouilhere T, Wong T. Evaluation of a deep learning model on coronary CT angiography for automatic stenosis detection. Diagn Interv Imaging. 2022 Jun;103(6):316-323. doi: 10.1016/j.diii.2022.01.004. Epub 2022 Ja — View Citation
Type | Measure | Description | Time frame | Safety issue |
---|---|---|---|---|
Other | Device Defects | In the course of clinical trials, there are unreasonable risks that may endanger human health and life safety under normal use of medical devices, such as label errors, quality problems, and frequent failures | October 13,2022 to March 1,2023 | |
Primary | Sensitivity and specificity of experiment group in triage for patients with suspected coronary artery disease | Based on the results of the independent expert group, uses stenosis degree=50% as the boundary for triage indication on a per-patient basis. | October 13,2022 to March 1,2023 | |
Secondary | Diagnostic time | Independent expert group: recording the sum of image post-processing time (T1) and the time to produce the results (T2); Experimental group: recording the time from image post-processing to outputting results; Calculate the difference between the two groups. | October 13,2022 to March 1,2023 | |
Secondary | Patient as research unit | Evaluation criteria were established based on the results of the independent expert group to evaluate the total conformity rate, KAPPA value, positive predictive value (PPV) and negative predictive value (NPV) of triage tips for patients with suspected coronary heart disease in the experimental group. | October 13,2022 to March 1,2023 | |
Secondary | Blood vessels were used as the research unit | Evaluation criteria were established based on the results of the independent expert group to evaluate the total conformity rate, KAPPA value, positive predictive value (PPV) and negative predictive value (NPV) of triage tips for patients with suspected coronary heart disease in the experimental group. | October 13,2022 to March 1,2023 | |
Secondary | The vascular segment was used as the research unit | Evaluation criteria were established based on the results of the independent expert group to evaluate the total conformity rate, KAPPA value, positive predictive value (PPV) and negative predictive value (NPV) of triage tips for patients with suspected coronary heart disease in the experimental group. | October 13,2022 to March 1,2023 | |
Secondary | Gender stratified statistics, respectively, with patients and blood vessels as research units | Evaluation criteria were established based on the results of the independent expert group to evaluate the sensitivity and specificity of the trial group to the triage hints of suspected patients with coronary heart disease | October 13,2022 to March 1,2023 | |
Secondary | Manufacturer stratified statistics, respectively, with patients and blood vessels as research units | Evaluation criteria were established based on the results of the independent expert group to evaluate the sensitivity and specificity of the trial group to the triage hints of suspected patients with coronary heart disease | October 13,2022 to March 1,2023 | |
Secondary | Row number stratified statistics, respectively, with patients and blood vessels as research units | Evaluation criteria were established based on the results of the independent expert group to evaluate the sensitivity and specificity of the trial group to the triage hints of suspected patients with coronary heart disease | October 13,2022 to March 1,2023 | |
Secondary | The stratified statistics of tube voltage were conducted with patients and blood vessels as research units | Evaluation criteria were established based on the results of the independent expert group to evaluate the sensitivity and specificity of the trial group to the triage hints of suspected patients with coronary heart disease | October 13,2022 to March 1,2023 | |
Secondary | Layer thickness stratified statistics, patients and blood vessels were used as research units | Evaluation criteria were established based on the results of the independent expert group to evaluate the sensitivity and specificity of the trial group to the triage hints of suspected patients with coronary heart disease | October 13,2022 to March 1,2023 | |
Secondary | The patients and blood vessels were selected as the research units | Evaluation criteria were established based on the results of the independent expert group to evaluate the sensitivity and specificity of the trial group to the triage hints of suspected patients with coronary heart disease | October 13,2022 to March 1,2023 | |
Secondary | Post-processing image quality evaluation | Calculate the percentage of post-processing images with the image quality score of 2 or above in the total post-processing images, and the difference between the independent expert group and experimental group. | October 13,2022 to March 1,2023 | |
Secondary | Software performance evaluation | From the function of use, ease of operation, stability to evaluate, divided into satisfactory, general, unsatisfactory three levels. | October 13,2022 to March 1,2023 |
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