☆ 4.4 Article

Automated total and vessel-specific coronary artery calcium (CAC) quantification on chest CT: direct comparison with CAC scoring on non-contrast cardiac CT

BMC MEDICAL IMAGING (2022)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Cardiac & Cardiovascular Systems

Deep learning for vessel-specific coronary artery calcium scoring: validation on a multi-centre dataset

David J. Winkel et al.

Summary: This study presents and validates a fully automated, deep learning-based algorithm for branch-wise coronary artery calcium scoring on a multi-centre dataset. The algorithm showed high accuracy in risk group assignments based on total Agatston score and consistent results in branch label classification.

EUROPEAN HEART JOURNAL-CARDIOVASCULAR IMAGING (2022)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Automatic coronary artery calcium scoring on routine chest computed tomography (CT): comparison of a deep learning algorithm and a dedicated calcium scoring CT

Cheng Xu et al.

Summary: This study investigates the reliability and accuracy of automatic coronary artery calcium (CAC) scoring and risk classification using a deep learning algorithm on non-gated, non-contrast chest computed tomography (CT) scans with different slice thicknesses. The results show that the deep learning algorithm performs well in both 1mm and 3mm scans, achieving excellent correlation with the gold standard and accurate risk classification.

QUANTITATIVE IMAGING IN MEDICINE AND SURGERY (2022)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Comparing Risk Scores in the Prediction of Coronary and Cardiovascular Deaths Coronary Artery Calcium Consortium

Michael J. Blaha et al.

Summary: This study compared the risk discrimination for predicting CHD and CVD deaths between the Pooled Cohort Equations (PCE), the MESA Risk Score (with and without CAC), and the addition of CAC to the PCE. The results showed that adding CAC to the PCE improved risk discrimination, and the MESA Risk Score with CAC, as well as the PCE plus CAC, performed best among patients with 5% to 20% estimated risk. Additionally, CAC also modestly improved discrimination in low- and high-risk groups.

JACC-CARDIOVASCULAR IMAGING (2021)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

High-pitch dual-source CT for coronary artery calcium scoring: A head-to-head comparison of non-triggered chest versus triggered cardiac acquisition

Congying Xia et al.

Summary: The study found that low-dose, high-pitch chest CT using third-generation dual-source technology demonstrates nearly perfect agreement with cardiac CT in CAC detection and risk stratification. However, chest CT tends to underestimate the CAC score compared to cardiac CT, especially in cases with BMI >= 30, resulting in inaccurate risk categorization.

JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY (2021)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Automatic coronary calcium scoring in chest CT using a deep neural network in direct comparison with non-contrast cardiac CT: A validation study

Marly van Assen et al.

Summary: This study demonstrates a strong correlation between deep-learning based calcium quantification on chest CT scans and manual evaluation, as well as traditional Agatston score on Cardiac CT scans. The results show promising performance in risk classifications, suggesting potential for automating the calcium scoring process in clinical practice.

EUROPEAN JOURNAL OF RADIOLOGY (2021)

添加到收藏夹

Article Multidisciplinary Sciences

Deep convolutional neural networks to predict cardiovascular risk from computed tomography

Roman Zeleznik et al.

Summary: The study introduces a robust and time-efficient deep learning system that automatically quantifies coronary calcium on CT scans and predicts cardiovascular events in a large, multicentre cohort.

NATURE COMMUNICATIONS (2021)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Fully Automatic Coronary Calcium Score Software Empowered by Artificial Intelligence Technology Validation Study Using Three CT Cohorts

June-Goo Lee et al.

Summary: This study aimed to validate a deep learning-based automatic calcium scoring system using previously published cardiac CT data. The system showed high sensitivity and accuracy in detecting coronary calcium lesions, as well as reliable measurement of the Agatston score. The agreement between the automatic system and manual scoring was high, indicating the potential for streamlining CAC imaging workflows.

KOREAN JOURNAL OF RADIOLOGY (2021)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Validation of the Coronary Artery Calcium Data and Reporting System (CAC-DRS): Dual importance of CAC score and CAC distribution from the Coronary Artery Calcium (CAC) consortium

Omar Dzaye et al.

JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY (2020)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Deep Learning for Automatic Calcium Scoring in CT: Validation Using Multiple Cardiac CT and Chest CT Protocols

Sanne G. M. van Velzen et al.

RADIOLOGY (2020)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

The association between left main coronary artery calcium and cardiovascular-specific and total mortality: The Coronary Artery Calcium Consortium

Steven J. Lahti et al.

ATHEROSCLEROSIS (2019)

添加到收藏夹

Article Computer Science, Interdisciplinary Applications

Direct Automatic Coronary Calcium Scoring in Cardiac and Chest CT

Bob D. de Vos et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2019)

添加到收藏夹

Article Medicine, General & Internal

Association of Coronary Artery Calcium With Long-term, Cause-Specific Mortality Among Young Adults

Michael D. Miedema et al.

JAMA NETWORK OPEN (2019)

添加到收藏夹

Review Oncology

Lung Cancer Screening, Version 3.2018

Douglas E. Wood et al.

JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK (2018)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

CAC-DRS: Coronary Artery Calcium Data and Reporting System. An expert consensus document of the Society of Cardiovascular Computed Tomography (SCCT)

Harvey S. Hecht et al.

JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY (2018)

添加到收藏夹

Letter Cardiac & Cardiovascular Systems

The 10-Year Prognostic Value of Zero and Minimal CAC

Parag H. Joshi et al.

JACC-CARDIOVASCULAR IMAGING (2017)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

2016 SCCT/STR guidelines for coronary artery calcium scoring of noncontrast noncardiac chest CT scans: A report of the Society of Cardiovascular Computed Tomography and Society of Thoracic Radiology

Harvey S. Hecht et al.

JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY (2017)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Coronary Artery Calcium Distribution Is an Independent Predictor of Incident Major Coronary Heart Disease Events Results From the Framingham Heart Study

Maros Ferencik et al.

CIRCULATION-CARDIOVASCULAR IMAGING (2017)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Coronary calcium screening with dual-source CT: reliability of ungated, high-pitch chest CT in comparison with dedicated calcium-scoring CT

Antoine Hutt et al.

EUROPEAN RADIOLOGY (2016)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Role of Coronary Artery Calcium Score of Zero and Other Negative Risk Markers for Cardiovascular Disease The Multi-Ethnic Study of Atherosclerosis (MESA)

Michael J. Blaha et al.

CIRCULATION (2016)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Relationship of Coronary Calcium on Standard Chest CT Scans With Mortality

Jan M. Hughes-Austin et al.

JACC-CARDIOVASCULAR IMAGING (2016)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Improving the CAC Score by Addition of Regional Measures of Calcium Distribution Multi-Ethnic Study of Atherosclerosis

Michael J. Blaha et al.

JACC-CARDIOVASCULAR IMAGING (2016)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

The Association of Coronary Artery Calcium With Noncardiovascular Disease The Multi-Ethnic Study of Atherosclerosis

Catherine E. Handy et al.

JACC-CARDIOVASCULAR IMAGING (2016)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Usefulness of Regional Distribution of Coronary Artery Calcium to Improve the Prediction of All-Cause Mortality

Rajesh Tota-Maharaj et al.

AMERICAN JOURNAL OF CARDIOLOGY (2015)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

10-Year Coronary Heart Disease Risk Prediction Using Coronary Artery Calcium and Traditional Risk Factors Derivation in the MESA (Multi-Ethnic Study of Atherosclerosis) With Validation in the HNR (Heinz Nixdorf Recall) Study and the DHS (Dallas Heart Study)

Robyn L. McClelland et al.

JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY (2015)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Quantification of coronary artery calcium in nongated CT to predict cardiovascular events in male lung cancer screening participants: Results of the NELSON study

Richard A. P. Takx et al.

JOURNAL OF CARDIOVASCULAR COMPUTED TOMOGRAPHY (2015)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Low- vs. standard-dose coronary artery calcium scanning

Harvey S. Hecht et al.

EUROPEAN HEART JOURNAL-CARDIOVASCULAR IMAGING (2015)

添加到收藏夹

Article Multidisciplinary Sciences

Automated Coronary Artery Calcification Scoring in Non-Gated Chest CT: Agreement and Reliability

Richard A. P. Takx et al.

PLOS ONE (2014)

添加到收藏夹

Article Cardiac & Cardiovascular Systems

Validation and Prognosis of Coronary Artery Calcium Scoring in Nontriggered Thoracic Computed Tomography Systematic Review and Meta-analysis

Xueqian Xie et al.

CIRCULATION-CARDIOVASCULAR IMAGING (2013)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Can nontriggered thoracic CT be used for coronary artery calcium scoring? A phantom study

Xueqian Xie et al.

MEDICAL PHYSICS (2013)

添加到收藏夹

Article Medical Laboratory Technology

Interrater reliability: the kappa statistic

Mary L. McHugh

BIOCHEMIA MEDICA (2012)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Estimated Radiation Dose Associated With Low-Dose Chest CT of Average-Size Participants in the National Lung Screening Trial

Frederick J. Larke et al.

AMERICAN JOURNAL OF ROENTGENOLOGY (2011)

添加到收藏夹

Article Health Care Sciences & Services

Guidelines for Reporting Reliability and Agreement Studies (GRRAS) were proposed

Jan Kottner et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2011)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Coronary artery motion and cardiac phases: Dependency on heart rate - Implications for CT image reconstruction

Lars Husmann et al.

RADIOLOGY (2007)

添加到收藏夹

Article Public, Environmental & Occupational Health

Inter-scan reproducibility of coronary calcium measurement using multi detector-row computed tomography (MDCT)

Siamak Sabour et al.

EUROPEAN JOURNAL OF EPIDEMIOLOGY (2007)

添加到收藏夹

Article Radiology, Nuclear Medicine & Medical Imaging

Serial electron beam CT measurements of coronary artery calcium: Has your patient's calcium score actually changed?

AB Sevrukov et al.

AMERICAN JOURNAL OF ROENTGENOLOGY (2005)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.