Evidence map›Paper›PMID 42337212›Full record

ReviewThe international journal of cardiovascular imaging2026

Incremental prognostic value of CCTA-based myocardial radiomics over clinical factors, anatomic and hemodynamic CTA findings in patients with stable angina.

Kaiyue Zhi, Yan Deng, Xinxin Yu, Shuo Zhang, He Zhu, Ying Wang, Wenshan Ma, Yiting Yin, Jingjing Cui, Yanmei Wang and 3 more

Abstract readReview
PubMed Publisher
In one paragraph

Review in The international journal of cardiovascular imaging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors.

Kaiyue Zhi *Department of Radiology, the Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, Shandong, China.
Yan Deng *Department of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong, China.
Xinxin YuDepartment of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Road, Jinan, 250021, Shandong, China.
Shuo ZhangDepartment of Radiology, the Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, Shandong, China.
He ZhuDepartment of Radiology, the Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, Shandong, China.
Ying WangDepartment of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Road, Jinan, 250021, Shandong, China.
Wenshan MaSchool of Medical Imaging, Binzhou Medical University, Yantai, Shandong, China.
Yiting YinDepartment of Radiology, Qilu Hospital of Shandong University, Jinan, Shandong, China.
Jingjing CuiUnited Imaging Intelligence (Beijing) Co., Ltd, Beijing, China.
Yanmei WangGE Healthcare China, Beijing, China.
Yuchao XuSchool of Nuclear Science and Technology, University of South China, Hengyang, Hunan, China.
Ximing WangDepartment of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, No. 324, Jingwu Road, Jinan, 250021, Shandong, China. wxming369@163.com.
Pei NieDepartment of Radiology, the Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, Shandong, China. niepei@qdu.edu.cn.

Funding

the National Natural Science Foundation of China 82471978, 82271993the Natural Science Foundation of Qingdao City 25-1-1-238-zyyd-jchthe Taishan Scholar Foundation of Shandong Province tsqn202408392
6 · The paper itself

Abstract

The aim of this study was to investigate additional risk stratification benefits of myocardial radiomics derived from coronary CTA (CCTA) over clinical factors, anatomic and hemodynamic CTA findings in patients with stable angina. 2171 multicenter patients with stable angina who underwent CCTA were retrospectively included. The endpoints were major adverse cardiovascular events (MACE). Clinical factors and CTA findings were analyzed to identify the independent predictors. The left ventricular myocardium was segmented from CCTA, and the radiomics features were assessed to build a radiomics signature (RS). A radiomics nomogram (RN) was constructed by combining the independent clinical and CTA predictors with the RS. Previous myocardial infarction, hyperlipidemia, and the change in CT derived fractional flow reserve (ΔFFR

Indexed as

Coronary CT angiographyMyocardiumRadiomicsRisk stratificationStable angina

Identifiers

PMID42337212

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.