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YY/T 1907-2023Artificial intelligence medical device - Coronary CT image processing software - Algorithm performance test methods (English PDF)

人工智能医疗器械 冠状动脉CT影像处理软件 算法性能测试方法

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Issued by

NMPA

Level / Type

Industry · Recommended

Issue date

September 5, 2023

Implementation date

September 15, 2024

Scope

YY/T 1907-2023 is the English-translated version of 人工智能医疗器械 冠状动脉CT影像处理软件 算法性能测试方法.

YY/T 1907-2023 is the Chinese standard "Artificial intelligence medical device - Coronary CT image processing software - Algorithm performance test methods". Its scope clause reads: This document describes the algorithm performance testing method of coronary CT image processing software using artificial intelligence technology.

This document applies to software products that use artificial intelligence technology to post-process coronary CT images. This document is not suitable for image pre-processing and process optimization.

CCTA) and CT plain imaging. Its clauses include normative reference documents; terms and definitions.

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Document preview — YY/T 1907-2023

National Standard of the People's Republic of China

ICS
11.040.99
Classification
C30

Issued by: National Medical Products Administration

Contents

  • Foreword
  • 1 Scope
  • 2 Normative reference documents
  • 3 Terms and definitions
  • 3.

1 Scope

This document describes the algorithm performance testing method of coronary CT image processing software using artificial intelligence technology.

This document applies to software products that use artificial intelligence technology to post-process coronary CT images.

This document is not suitable for image pre-processing and process optimization.

CCTA) and CT plain imaging.

2 Normative reference documents

The contents of the following documents constitute essential provisions of this document through normative references in the text. Among them, the dated quotations

For undated referenced documents, only the version corresponding to that date applies to this document; for undated referenced documents, the latest version (including all amendments) applies to this document.

YY/T 1833.1 Quality requirements and evaluation of artificial intelligence medical devices Part 1.Terminology

YY/T 1833.2 Quality requirements and evaluation of artificial intelligence medical devices Part 2.General requirements for data sets

YY/T 1833.3 Quality requirements and evaluation of artificial intelligence medical devices Part 3.General requirements for data annotation

3 Terms and definitions

The terms and definitions defined in YY/T 1833.1, YY/T 1833.2, YY/T 1833.3 and the following apply to this document.

3.1 coronary

A curve formed along the axis of the blood vessel and connecting the lumen center points on each cross-sectional image of the coronary artery. The starting point of the curve is the crown

The opening of the coronary artery, the end point is the clearly identifiable farthest end of each coronary artery.

Note. The coronary artery centerline is generally presented on curved images.

3.2

Fractional flow reserve calculated from coronary CT vascular images.

Note. Appendix A provides additional explanation of fractional flow reserve.

3.3

A quantitative index to calculate the degree of coronary artery calcification, usually using ECG gating before coronary CT angiography.

CT plain scan (axial scan), combined with mathematical formulas to quantify coronary artery calcification.

Note 1.Currently commonly used calculation methods include Agatston integral, volume integral and mass integral.

Note 2.Agatston score is a commonly used indicator of coronary artery calcium score. Appendix B provides a supplementary explanation of its calculation method.

Note 3.Coronary artery calcification is characterized based on the lesion size exceeding a certain area or volume threshold and the density exceeding the prescribed CT value threshold. Different calculation methods

Not all the same, the guide recommends using Agatston points.

......
This preview omits tables, figures, formulas and parts of the technical clauses. The complete document — 34 pages — is available in the English PDF.

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