Cargando…

Machine-learning-derived radiomics signature of pericoronary tissue in coronary CT angiography associates with functional ischemia

Objectives: To determine the association between radiomics signature (Rad-signature) of pericoronary tissue (PCT) in coronary computed tomography angiography (CCTA) and CT-derived fractional flow reserve (CT-FFR), and explore the influential factors of functional ischemia. Methods: We retrospectivel...

Descripción completa

Detalles Bibliográficos
Autores principales:	Feng, Yan, Xu, Zhihan, Zhang, Lin, Zhang, Yaping, Xu, Hao, Zhuang, Xiaozhong, Zhang, Hao, Xie, Xueqian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Physiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9550214/ https://www.ncbi.nlm.nih.gov/pubmed/36225300 http://dx.doi.org/10.3389/fphys.2022.980996

Ejemplares similares

Prediction of acute coronary syndrome within 3 years using radiomics signature of pericoronary adipose tissue based on coronary computed tomography angiography
por: Shang, Jin, et al.
Publicado: (2021)

Pericoronary Adipose Tissue Radiomics from Coronary Computed Tomography Angiography Identifies Vulnerable Plaques
por: Kim, Justin N., et al.
Publicado: (2023)

Pericoronary radiomics texture features associated with hypercholesterolemia on a photon-counting-CT
por: Kahmann, Jannik, et al.
Publicado: (2023)

Development of artificial intelligence in epicardial and pericoronary adipose tissue imaging: a systematic review
por: Zhang, Lu, et al.
Publicado: (2021)

Determinants of Pericoronary Adipose Tissue Attenuation on Computed Tomography Angiography in Coronary Artery Disease
por: Sugiyama, Tomoyo, et al.
Publicado: (2020)

Analysis of coronary computed tomography angiography-derived pericoronary fat attenuation index characteristics in the diagnostic assessment of patients with Takayasu arteritis
por: Zhao, Wenjing, et al.
Publicado: (2023)

Evaluation of pericoronary adipose tissue attenuation on CT
por: Ma, Runlei, et al.
Publicado: (2023)

Non-contrast CT-based radiomics nomogram of pericoronary adipose tissue for predicting haemodynamically significant coronary stenosis in patients with type 2 diabetes
por: Chen, Can, et al.
Publicado: (2023)

Machine-Learning-Derived Nomogram Based on 3D Radiomic Features and Clinical Factors Predicts Progression-Free Survival in Lung Adenocarcinoma
por: Liu, Guixue, et al.
Publicado: (2021)

The relation between pericoronary fat thickness and density quantified by coronary computed tomography angiography with coronary artery disease severity
por: Farag, Shereen I., et al.
Publicado: (2023)

Towards universal comparability of pericoronary adipose tissue attenuation: a coronary computed tomography angiography phantom study
por: Etter, Dominik, et al.
Publicado: (2022)

Pericoronary adipose tissue attenuation on coronary computed tomography angiography associates with male sex and Indigenous Australian status
por: Yuvaraj, Jeremy, et al.
Publicado: (2023)

Towards reference values of pericoronary adipose tissue attenuation: impact of coronary artery and tube voltage in coronary computed tomography angiography
por: Ma, Runlei, et al.
Publicado: (2020)

Assessment of myocardial bridging and the pericoronary fat attenuation index on coronary computed tomography angiography: predicting coronary artery disease risk
por: Lu, Yang, et al.
Publicado: (2023)

CT-Based Radiomics Signature With Machine Learning Predicts MYCN Amplification in Pediatric Abdominal Neuroblastoma
por: Chen, Xin, et al.
Publicado: (2021)

Vessel and sex differences in pericoronary adipose tissue attenuation obtained with coronary CT in individuals without coronary atherosclerosis
por: van Rosendael, Sophie E., et al.
Publicado: (2022)

Coronary Angiography-Derived Index of Microvascular Resistance
por: Ai, Hu, et al.
Publicado: (2020)

Dual-layer spectral detector CT to study the correlation between pericoronary adipose tissue and coronary artery stenosis
por: Zhu, Xiaolong, et al.
Publicado: (2021)

Development of machine learning models integrating PET/CT radiomic and immunohistochemical pathomic features for treatment strategy choice of cervical cancer with negative pelvic lymph node by mediating COX-2 expression
por: Zhang, Zhe, et al.
Publicado: (2022)

Elevated FAI Index of Pericoronary Inflammation on Coronary CT Identifies Increased Risk of Coronary Plaque Vulnerability after COVID-19 Infection
por: Mátyás, Botond Barna, et al.
Publicado: (2023)

The role of epicardial and pericoronary adipose tissue radiomics in identifying patients with non-ST-segment elevation myocardial infarction from unstable angina
por: Wang, Zhenguo, et al.
Publicado: (2023)

Diagnosis of coronary artery disease in patients with type 2 diabetes mellitus based on computed tomography and pericoronary adipose tissue radiomics: a retrospective cross-sectional study
por: Dong, Xiaolin, et al.
Publicado: (2023)

Pericoronary fat attenuation index in computed tomography angiography is associated with mortality in end-stage renal disease
por: Cho, Nam-Jun, et al.
Publicado: (2022)

Association of Hemoglobin Glycation Index With Contrast-Induced Acute Kidney Injury in Patients Undergoing Coronary Angiography: A Retrospective Study
por: Chen, Zhezhe, et al.
Publicado: (2022)

Atherosclerosis Pathways are Activated in Pericoronary Adipose Tissue of Patients with Coronary Artery Disease
por: Konwerski, Michał, et al.
Publicado: (2021)

The correlation of pericoronary adipose tissue with coronary artery disease and left ventricular function
por: You, Deshu, et al.
Publicado: (2022)

Consistency in Geometry Among Coronary Atherosclerotic Plaques Extracted From Computed Tomography Angiography
por: Liu, Haipeng, et al.
Publicado: (2021)

Coronary CT Angiography in the Quantitative Assessment of Coronary Plaques
por: Sun, Zhonghua, et al.
Publicado: (2014)

Reliable Detection of Myocardial Ischemia Using Machine Learning Based on Temporal-Spatial Characteristics of Electrocardiogram and Vectorcardiogram
por: Zhao, Xiaoye, et al.
Publicado: (2022)

Analysis of pulmonary artery variation based on 3D reconstruction of CT angiography
por: Ma, Xiaochao, et al.
Publicado: (2023)

Habitat radiomics analysis of pet/ct imaging in high-grade serous ovarian cancer: Application to Ki-67 status and progression-free survival
por: Wang, Xinghao, et al.
Publicado: (2022)

Simultaneous Identification of EGFR, KRAS, ERBB2, and TP53 Mutations in Patients with Non-Small Cell Lung Cancer by Machine Learning-Derived Three-Dimensional Radiomics
por: Zhang, Tiening, et al.
Publicado: (2021)

The feasibility of 1-stop examination of coronary CT angiography and abdominal enhanced CT
por: Fang, Wei, et al.
Publicado: (2018)

Radiomics Signatures of Carotid Plaque on Computed Tomography Angiography: An Approach to Identify Symptomatic Plaques
por: Shi, Jinglong, et al.
Publicado: (2023)

Pericoronary Adipose Tissue Attenuation in Patients With Acute Coronary Syndrome Versus Stable Coronary Artery Disease
por: Kuneman, Jurrien H., et al.
Publicado: (2023)

Diagnostic Value of 64-Slice Dual-Source CT Coronary Angiography in Patients with Atrial Fibrillation: Comparison with Invasive Coronary Angiography
por: Zhang, Jian-Jun, et al.
Publicado: (2011)

Coronary Inflammation by Computed Tomography Pericoronary Fat Attenuation in MINOCA and Tako‐Tsubo Syndrome
por: Gaibazzi, Nicola, et al.
Publicado: (2019)

Physiological significance of pericoronary inflammation in epicardial functional stenosis and global coronary flow reserve
por: Kanaji, Yoshihisa, et al.
Publicado: (2021)

Prognostic prediction of hypertensive intracerebral hemorrhage using CT radiomics and machine learning
por: Xu, Xinghua, et al.
Publicado: (2021)

CT coronary angiography vs. invasive coronary angiography in CHD
por: Gorenoi, Vitali, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_csciluha0bj9qvfopuab1vivnu