Cargando…

Influence of computed tomography slice thickness on deep learning-based, automatic coronary artery calcium scoring software performance

BACKGROUND: The influence of computed tomography (CT) slice thickness on the accuracy of deep learning (DL)-based, automatic coronary artery calcium (CAC) scoring software has not been explored yet. METHODS: This retrospective study included 844 subjects (477 men, mean age of 58.9±10.7 years) who un...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kim, Suh Young, Suh, Young Joo, Lee, Hye-Jeong, Kim, Hwiyoung, Seo, Hyungi, Park, Hee Jun, Yang, Dong Hyun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AME Publishing Company 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347342/ https://www.ncbi.nlm.nih.gov/pubmed/37456306 http://dx.doi.org/10.21037/qims-22-835

Ejemplares similares

Prognostic value of coronary artery calcium scores from 1.5 mm slice reconstructions of electrocardiogram-gated computed tomography scans in asymptomatic individuals
por: Kim, Suh Young, et al.
Publicado: (2022)

Evaluation of an AI-based, automatic coronary artery calcium scoring software
por: Sandstedt, Mårten, et al.
Publicado: (2019)

Fully Automatic Coronary Calcium Score Software Empowered by Artificial Intelligence Technology: Validation Study Using Three CT Cohorts
por: Lee, June-Goo, et al.
Publicado: (2021)

Comparison of carotid intima–media thickness and coronary artery calcium score for estimating subclinical atherosclerosis in patients with fatty liver disease
por: Hyun-Jin, Kim, et al.
Publicado: (2018)

A Modified Length-Based Grading Method for Assessing Coronary Artery Calcium Severity on Non-Electrocardiogram-Gated Chest Computed Tomography: A Multiple-Observer Study
por: Kim, Suh Young, et al.
Publicado: (2023)

Feasibility of Coronary Artery Calcium Scoring on Dual-Energy Chest Computed Tomography: A Prospective Comparison with Electrocardiogram-Gated Calcium Score Computed Tomography
por: Lee, Sun Yong, et al.
Publicado: (2021)

Impact of slice thickness, pixel size, and CT dose on the performance of automatic contouring algorithms
por: Huang, Kai, et al.
Publicado: (2021)

SYNTAX score based on coronary computed tomography angiography may have a prognostic value in patients with complex coronary artery disease: An observational study from a retrospective cohort
por: Suh, Young Joo, et al.
Publicado: (2017)

Reliability of Coronary Artery Calcium Severity Assessment on Non-Electrocardiogram-Gated CT: A Meta-Analysis
por: Kim, Jin Young, et al.
Publicado: (2021)

Computed Tomography slice interpolation in the longitudinal direction based on deep learning techniques: To reduce slice thickness or slice increment without dose increase
por: Wu, Shuqiong, et al.
Publicado: (2022)

Effectiveness of automatic tube potential selection with tube current modulation in coronary CT angiography for obese patients: Comparison with a body mass index-based protocol using the propensity score matching method
por: Lee, Hong Seon, et al.
Publicado: (2018)

Automatic Grading of Ankle Osteoarthritis Based on Takakura Staging System: A Deep Learning- Based Approach
por: Kim, Hwiyoung, et al.
Publicado: (2019)

Coronary Computed Tomography Angiography in Combination with Coronary Artery Calcium Scoring for the Preoperative Cardiac Evaluation of Liver Transplant Recipients
por: Choi, Jae Moon, et al.
Publicado: (2017)

Automated procedure for slice thickness verification of computed tomography images: Variations of slice thickness, position from iso‐center, and reconstruction filter
por: Lasiyah, Nani, et al.
Publicado: (2021)

Aortic Unfolding Determined Using Non-Contrast Cardiac Computed Tomography: Correlations with Age and Coronary Artery Calcium Score
por: Lee, Ji Won, et al.
Publicado: (2014)

Impact of Slice Thickness on the Predictive Value of Lung Cancer Screening Computed Tomography in the Evaluation of Coronary Artery Calcification
por: Christensen, Jared L., et al.
Publicado: (2018)

SYNTAX Score in Patients with High Computed Tomography Coronary Calcium Score
por: Hegde, Madhav, et al.
Publicado: (2016)

Coronary Calcium Score for the Prediction of Asymptomatic Coronary Artery Disease in Patients With Ischemic Stroke
por: Choi, Hye-Yeon, et al.
Publicado: (2020)

Validation of a deep learning-based software for automated analysis of T2 mapping in cardiac magnetic resonance imaging
por: Kim, Hwan, et al.
Publicado: (2023)

Investigating the slice thickness effect on noise and diagnostic content of single-source multi-slice computerized axial tomography
por: Abdulkareem, Nashwan Karkhi, et al.
Publicado: (2023)

Performance of Prediction Models for Diagnosing Severe Aortic Stenosis Based on Aortic Valve Calcium on Cardiac Computed Tomography: Incorporation of Radiomics and Machine Learning
por: Kang, Nam gyu, et al.
Publicado: (2021)

Assessment of Non-Calcified Coronary Plaques Using 64-Slice Computed Tomography: Comparison With Intravascular Ultrasound
por: Kim, So Yeon, et al.
Publicado: (2009)

Root canal length estimated by cone-beam computed tomography at different slice thicknesses, dedicated endodontic software, or measured by an electronic apex locator
por: Pham, Van-Khoa, et al.
Publicado: (2022)

Erratum: SYNTAX Score in Patients with High Computed Tomography Coronary Calcium Score
Publicado: (2017)

Optimization of HU threshold for coronary artery calcium scans reconstructed at 0.5‐mm slice thickness using iterative reconstruction
por: Hou, Kuei‐Yuan, et al.
Publicado: (2019)

Coronary artery calcium scoring on non-gated, non-contrast chest computed tomography (CT) using wide-detector, high-pitch and fast gantry rotation: comparison with dedicated calcium scoring CT
por: Shin, Jae Min, et al.
Publicado: (2020)

Prevalence and Prognostic Implication of Non-Calcified Plaque in Asymptomatic Population with Coronary Artery Calcium Score of Zero
por: Cho, Iksung, et al.
Publicado: (2013)

Dose and slice thickness evaluation with nMAG gel dosimeters in computed tomography
por: Chuang, Chun-Chao, et al.
Publicado: (2018)

Coronary calcium mass scores measured by identical 64-slice MDCT scanners are comparable: a cardiac phantom study
por: Dijkstra, Hildebrand, et al.
Publicado: (2009)

Histogram-derived modified thresholds for coronary artery calcium scoring with lower tube voltage
por: Kim, Sungwon, et al.
Publicado: (2021)

The Association Between Blood Lead Levels and Coronary Artery Calcium Score Determined by Using Coronary Computed Tomography Angiography
por: Park, Eunyoung, et al.
Publicado: (2023)

Deriving the coronary artery calcium score from computed tomography of the chest
por: Trad, Henrique Simão
Publicado: (2018)

Optimal slice thickness for object detection with longitudinal partial volume effects in computed tomography
por: Monnin, Pascal, et al.
Publicado: (2016)

Predictors of Severe or Moderate Coronary Artery Disease in Asymptomatic Individuals with Extremely Low Coronary Calcium Scores
por: Park, Hyung-Bok, et al.
Publicado: (2019)

Correlations Between Coronary Artery Disease, Coronary Artery Calcium Score, and Lipoprotein(a) Level in Korea
por: Kim, Joan, et al.
Publicado: (2022)

Correlation of coronary artery calcium score and carotid artery intima-media thickness with severity of coronary artery disease
por: Pathakota, Sudhakar Reddy, et al.
Publicado: (2020)

Predicting High Coronary Artery Calcium Score From Retinal Fundus Images With Deep Learning Algorithms
por: Son, Jaemin, et al.
Publicado: (2020)

Feasibility of Simple Evaluation of Coronary Artery Calcium Using a Number of Chest Computed Tomography Slices: A Multicenter Study
por: Yamamoto, Hideya, et al.
Publicado: (2023)

Assessment for Macular Thickness after Uncomplicated Phacoemulsification Using Optical Coherence Tomography
por: Kim, Byung-Jin, et al.
Publicado: (2022)

Metabolic syndrome criteria as predictors of subclinical atherosclerosis based on the coronary calcium score
por: Seo, Mi Hae, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_5fhaco8r3jcl4407gct92qstpi