Cargando…

Validation of a deep learning-based software for automated analysis of T2 mapping in cardiac magnetic resonance imaging

BACKGROUND: The reliability and diagnostic performance of deep learning (DL)-based automated T2 measurements on T2 map of 3.0-T cardiac magnetic resonance imaging (MRI) using multi-institutional datasets have not been investigated. We aimed to evaluate the performance of a DL-based software for meas...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kim, Hwan, Yang, Young Joong, Han, Kyunghwa, Kim, Pan Ki, Choi, Byoung Wook, Kim, Jin Young, Suh, Young Joo
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/PMC10585511/ https://www.ncbi.nlm.nih.gov/pubmed/37869306 http://dx.doi.org/10.21037/qims-23-375

Ejemplares similares

Automated Measurement of Native T1 and Extracellular Volume Fraction in Cardiac Magnetic Resonance Imaging Using a Commercially Available Deep Learning Algorithm
por: Chang, Suyon, et al.
Publicado: (2022)

Early Detection and Serial Monitoring of Anthracycline-Induced Cardiotoxicity Using T1-mapping Cardiac Magnetic Resonance Imaging: An Animal Study
por: Hong, Yoo Jin, et al.
Publicado: (2017)

Author Correction: Early Detection and Serial Monitoring of Anthracycline-Induced Cardiotoxicity Using T1-mapping Cardiac Magnetic Resonance Imaging: An Animal Study
por: Hong, Yoo Jin, et al.
Publicado: (2022)

Cardiac CT for Measurement of Right Ventricular Volume and Function in Comparison with Cardiac MRI: A Meta-Analysis
por: Kim, Jin Young, et al.
Publicado: (2020)

Chemotherapy-Related Cardiac Dysfunction: Quantitative Cardiac Magnetic Resonance Image Parameters and Their Prognostic Implications
por: Kim, Jinhee, et al.
Publicado: (2023)

Quantitative Analysis of a Whole Cardiac Mass Using Dual-Energy Computed Tomography: Comparison with Conventional Computed Tomography and Magnetic Resonance Imaging
por: Hong, Yoo Jin, et al.
Publicado: (2018)

Deep learning-based reconstruction on cardiac CT yields distinct radiomic features compared to iterative and filtered back projection reconstructions
por: Chun, Sei Hyun, et al.
Publicado: (2022)

Prevalence of abnormal cardiovascular magnetic resonance findings in recovered patients from COVID-19: a systematic review and meta-analysis
por: Kim, Jin Young, et al.
Publicado: (2021)

Ultrahigh-field cardiovascular magnetic resonance T1 and T2 mapping for the assessment of anthracycline-induced cardiotoxicity in rat models: validation against histopathologic changes
por: Park, Heae Surng, et al.
Publicado: (2021)

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)

Phantom-based correction for standardization of myocardial native T1 and extracellular volume fraction in healthy subjects at 3-Tesla cardiac magnetic resonance imaging
por: Suh, Young Joo, et al.
Publicado: (2022)

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

Epicardial adipose tissue thickness assessed by cardiac magnetic resonance is an independent indicator for coronary artery stenosis in asymptomatic type 2 diabetic patients
por: Kim, Hee Yeong, et al.
Publicado: (2012)

Regional Amyloid Burden Differences Evaluated Using Quantitative Cardiac MRI in Patients with Cardiac Amyloidosis
por: Kim, Jin Young, et al.
Publicado: (2021)

De-Identification of Facial Features in Magnetic Resonance Images: Software Development Using Deep Learning Technology
por: Jeong, Yeon Uk, et al.
Publicado: (2020)

Myocardial T1 and T2 Mapping: Techniques and Clinical Applications
por: Kim, Pan Ki, et al.
Publicado: (2017)

Cardiotoxicity evaluation using magnetic resonance imaging in breast Cancer patients (CareBest): study protocol for a prospective trial
por: Hong, Yoo Jin, et al.
Publicado: (2020)

Dynamic Rapid Cardiac Magnetic Resonance Fingerprinting
por: Kim, Jin Young
Publicado: (2023)

A Fully Automated Analytic System for Measuring Endolymphatic Hydrops Ratios in Patients With Ménière Disease via Magnetic Resonance Imaging: Deep Learning Model Development Study
por: Park, Chae Jung, et al.
Publicado: (2021)

Influence of computed tomography slice thickness on deep learning-based, automatic coronary artery calcium scoring software performance
por: Kim, Suh Young, et al.
Publicado: (2023)

Evaluation of the Ostium in Anomalous Origin of the Right Coronary Artery with an Interarterial Course Using Dynamic Cardiac CT and Implications of Ostial Findings
por: Kim, Jin-Young, et al.
Publicado: (2022)

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)

Usefulness of cardiac magnetic resonance images for prediction of sudden cardiac arrest in patients with mitral valve prolapse: a multicenter retrospective cohort study
por: Lee, Jae-Hyuk, et al.
Publicado: (2021)

Using deep learning to predict temporomandibular joint disc perforation based on magnetic resonance imaging
por: Kim, Jae-Young, et al.
Publicado: (2021)

Prognostic Value of Dual-Energy CT-Based Iodine Quantification versus Conventional CT in Acute Pulmonary Embolism: A Propensity-Match Analysis
por: Im, Dong Jin, et al.
Publicado: (2020)

Development and Validation of a Deep Learning–Based Synthetic Bone-Suppressed Model for Pulmonary Nodule Detection in Chest Radiographs
por: Kim, Hwiyoung, et al.
Publicado: (2023)

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)

Automated T1 and T2 mapping segmentation on cardiovascular magnetic resonance imaging using deep learning
por: Kalapos, András, et al.
Publicado: (2023)

Development of a hybrid magnetic resonance/computed tomography-compatible phantom for magnetic resonance guided radiotherapy
por: Kim, Min-Joo, et al.
Publicado: (2020)

Altered myocardial characteristics of the preexcited segment in Wolff-Parkinson-White syndrome: A pilot study with cardiac magnetic resonance imaging
por: Lee, Hye-Jeong, et al.
Publicado: (2018)

The image quality and diagnostic accuracy of T1-mapping-based synthetic late gadolinium enhancement imaging: comparison with conventional late gadolinium enhancement imaging in real-life clinical situation
por: Lee, Suji, et al.
Publicado: (2022)

Serial T1 mapping of right ventricle in pulmonary hypertension: comparison with histology in an animal study
por: Kim, Pan Ki, et al.
Publicado: (2021)

ASCI 2010 appropriateness criteria for cardiac magnetic resonance imaging: a report of the Asian Society of Cardiovascular Imaging cardiac computed tomography and cardiac magnetic resonance imaging guideline working group
por: Kitagawa, Kakuya, et al.
Publicado: (2010)

Utility of Cardiac CT for Preoperative Evaluation of Mitral Regurgitation: Morphological Evaluation of Mitral Valve and Prediction of Valve Replacement
por: Suh, Young Joo, et al.
Publicado: (2019)

ASCI 2010 standardized practice protocol for cardiac magnetic resonance imaging: a report of the Asian society of cardiovascular imaging cardiac computed tomography and cardiac magnetic resonance imaging guideline working group
por: Chan, Carmen W. S., et al.
Publicado: (2010)

Magnetic Resonance Imaging Findings of Knees and Spines in Recreational Runners who Completed 1000 Marathons
por: Rhim, Hyechang, et al.
Publicado: (2019)

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)

Determination of Viscoelastic Property in Polyethylene Crystallization Using a Quartz Crystal Resonator
por: Suh, Yong Kweon, et al.
Publicado: (2009)

Utility of CT radiomics for prediction of PD‐L1 expression in advanced lung adenocarcinomas
por: Yoon, Jiyoung, et al.
Publicado: (2020)

Guidelines for Cardiovascular Magnetic Resonance Imaging from the Korean Society of Cardiovascular Imaging—Part 3: Perfusion, Delayed Enhancement, and T1- and T2 Mapping
por: Im, Dong Jin, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_06csgj9bk2c2g8v1qsfljqfnpm