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Application Value of Deep Learning Image Reconstruction Combined with Low Tube Voltage Scanning and Adaptive Contrast Agent Injection in Coronary CT Angiography

Application Value of Deep Learning Image Reconstruction Combined with Low Tube Voltage Scanning and Adaptive Contrast Agent Injection in Coronary CT Angiography

Status
Active, not recruiting
Phases
Unknown
Study type
Observational
Source
ChiCTR
Registry ID
ChiCTR2600121731
Enrollment
Unknown
Registered
2026-04-02
Start date
2026-04-02
Completion date
Unknown
Last updated
2026-04-14

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Coronary artery stenosis

Interventions

A Group (Standard Protocol Group):None
B Group (Optimized Protocol Group):None

Sponsors

Guiqian International Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to 80 Years

Inclusion criteria

Inclusion criteria: 1. Aged 18 to 80; 2. Clinically suspected coronary heart disease and evaluated by the attending physician as meeting the indications for routine CCTA examination, this examination is planned to be performed. 3. The subjects were fully informed of the research content, the core differences between the two scanning protocols, and the potential risks and benefits. 4. One can independently choose the examination plan without the intervention of researchers. 5. Be able to understand and voluntarily sign the written informed consent form.

Exclusion criteria

Exclusion criteria: 1. There is a history of severe allergy to iodine contrast agents; 2. Uncontrolled hyperthyroidism; 3. Decompensated heart failure (NYHA grade IV) or hemodynamic instability; 4. Severe arrhythmias such as persistent atrial fibrillation; 5. End-stage renal disease (eGFR 1000); 8. Other circumstances where the researcher deems it inappropriate to participate in the study.

Design outcomes

Primary

MeasureTime frame
Coronary image interpretability (percentage of segments with score >=3 out of total evaluated segments per patient);

Secondary

MeasureTime frame
Radiation dose metrics (volume CT dose index CTDIvol, dose-length product DLP, effective dose ED);Contrast agent-related metrics (total iodine contrast volume, injection rate);Objective image quality metrics (CT attenuation values, image noise SD, signal-to-noise ratio SNR, contrast-to-noise ratio CNR in the ascending aortic root and major coronary artery branches);Diagnostic performance metrics (sensitivity, specificity, positive predictive value PPV, negative predictive value NPV, area under the ROC curve AUC);

Countries

China

Contacts

Public ContactMeng Xiao

Guiqian International Hospital

GQ_mengxiao@126.com+86 181 6488 3462

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: Apr 17, 2026