Cargando…

A deep-learning approach for myocardial fibrosis detection in early contrast-enhanced cardiac CT images

AIMS: Diagnosis of myocardial fibrosis is commonly performed with late gadolinium contrast-enhanced (CE) cardiac magnetic resonance (CMR), which might be contraindicated or unavailable. Coronary computed tomography (CCT) is emerging as an alternative to CMR. We sought to evaluate whether a deep lear...

Descripción completa

Detalles Bibliográficos
Autores principales:	Penso, Marco, Babbaro, Mario, Moccia, Sara, Baggiano, Andrea, Carerj, Maria Ludovica, Guglielmo, Marco, Fusini, Laura, Mushtaq, Saima, Andreini, Daniele, Pepi, Mauro, Pontone, Gianluca, Caiani, Enrico G.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Cardiovascular Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10325686/ https://www.ncbi.nlm.nih.gov/pubmed/37424918 http://dx.doi.org/10.3389/fcvm.2023.1151705

Ejemplares similares

Cardiovascular magnetic resonance images with susceptibility artifacts: artificial intelligence with spatial-attention for ventricular volumes and mass assessment
por: Penso, Marco, et al.
Publicado: (2022)

The Potential Role of Cardiac CT in the Evaluation of Patients With Known or Suspected Cardiomyopathy: From Traditional Indications to Novel Clinical Applications
por: Conte, Edoardo, et al.
Publicado: (2021)

Role of CMR Mapping Techniques in Cardiac Hypertrophic Phenotype
por: Baggiano, Andrea, et al.
Publicado: (2020)

Functional Relevance of Coronary Artery Disease by Cardiac Magnetic Resonance and Cardiac Computed Tomography: Myocardial Perfusion and Fractional Flow Reserve
por: Pontone, Gianluca, et al.
Publicado: (2015)

Changing Paradigms in the Diagnosis of Ischemic Heart Disease by Multimodality Imaging
por: Baggiano, Andrea, et al.
Publicado: (2022)

Quantitative Evaluation of COVID-19 Pneumonia Lung Extension by Specific Software and Correlation with Patient Clinical Outcome
por: Annoni, Andrea Daniele, et al.
Publicado: (2021)

Artificial Intelligence Based Multimodality Imaging: A New Frontier in Coronary Artery Disease Management
por: Maragna, Riccardo, et al.
Publicado: (2021)

Cardiac Care of Non-COVID-19 Patients During the SARS-CoV-2 Pandemic: The Pivotal Role of CCTA
por: Conte, Edoardo, et al.
Publicado: (2021)

Stress CMR in Known or Suspected CAD: Diagnostic and Prognostic Role
por: Baessato, Francesca, et al.
Publicado: (2021)

Echocardiography vs. CMR in the Quantification of Chronic Mitral Regurgitation: A Happy Marriage or Stormy Divorce?
por: Baessato, Francesca, et al.
Publicado: (2023)

Early Biological Valve Failure: Structural Valve Degeneration, Thrombosis, or Endocarditis?
por: Fazzari, Fabio, et al.
Publicado: (2023)

Role of computed tomography in COVID-19
por: Pontone, Gianluca, et al.
Publicado: (2021)

Advances in Multimodality Cardiovascular Imaging in the Diagnosis of Heart Failure With Preserved Ejection Fraction
por: Del Torto, Alberico, et al.
Publicado: (2022)

Pre-TAVI aortic annulus sizing: comparison between manual and semi-automated new generation software measurements in operators with different experience
por: Annoni, Andrea Daniele, et al.
Publicado: (2023)

Accuracy of aortic root annulus assessment with cardiac magnetic resonance in patients referred for transcatheter aortic valve implantation: a comparison with multi-detector computed tomography
por: Pontone, Gianluca, et al.
Publicado: (2013)

Potential Application of Cardiac Computed Tomography for Early Detection of Coronary Atherosclerosis: From Calcium Score to Advanced Atherosclerosis Analysis
por: Conte, Edoardo, et al.
Publicado: (2021)

Cardiac computed tomography: from anatomy to function
por: Maragna, Riccardo, et al.
Publicado: (2023)

The Incremental Role of Coronary Computed Tomography in Chronic Coronary Syndromes
por: Baessato, Francesca, et al.
Publicado: (2020)

Prognostic Value of Multidetector Computed Tomography Coronary Angiography in Diabetes: Excellent long-term prognosis in patients with normal coronary arteries
por: Andreini, Daniele, et al.
Publicado: (2013)

Machine Learning Prediction Models for Mitral Valve Repairability and Mitral Regurgitation Recurrence in Patients Undergoing Surgical Mitral Valve Repair
por: Penso, Marco, et al.
Publicado: (2021)

Arrhythmic Mitral Valve Prolapse: Introducing an Era of Multimodality Imaging-Based Diagnosis and Risk Stratification
por: Kukavica, Deni, et al.
Publicado: (2021)

Comparison of the diagnostic performance of 64-slice computed tomography coronary angiography in diabetic and non-diabetic patients with suspected coronary artery disease
por: Andreini, Daniele, et al.
Publicado: (2010)

The Role of Multimodality Imaging for Percutaneous Coronary Intervention in Patients With Chronic Total Occlusions
por: Melotti, Eleonora, et al.
Publicado: (2022)

Decision Support Systems in HF based on Deep Learning Technologies
por: Penso, Marco, et al.
Publicado: (2022)

Extent of lung involvement over severity of cardiac disease for the prediction of adverse outcome in COVID-19 patients with cardiovascular disease
por: Andreini, Daniele, et al.
Publicado: (2021)

Predictive Value of Pre-Operative 2D and 3D Transthoracic Echocardiography in Patients Undergoing Mitral Valve Repair: Long Term Follow Up of Mitral Valve Regurgitation Recurrence and Heart Chamber Remodeling
por: Tamborini, Gloria, et al.
Publicado: (2020)

Predicting Long-Term Mortality in TAVI Patients Using Machine Learning Techniques
por: Penso, Marco, et al.
Publicado: (2021)

Clinical implications of cardiac magnetic resonance imaging fibrosis
por: Guglielmo, Marco, et al.
Publicado: (2022)

Levosimendan improves exercise performance in patients with advanced chronic heart failure
por: Mushtaq, Saima, et al.
Publicado: (2015)

Sequential Strategy Including FFR(CT) Plus Stress-CTP Impacts on Management of Patients with Stable Chest Pain: The Stress-CTP RIPCORD Study
por: Baggiano, Andrea, et al.
Publicado: (2020)

3D echocardiography in mitral valve prolapse
por: Mantegazza, Valentina, et al.
Publicado: (2023)

Coronary Atherosclerosis Assessment by Coronary CT Angiography in Asymptomatic Diabetic Population: A Critical Systematic Review of the Literature and Future Perspectives
por: Guaricci, Andrea Igoren, et al.
Publicado: (2018)

(Epicardial and microvascular) angina or atypical chest pain: differential diagnoses with cardiovascular magnetic resonance
por: Baggiano, Andrea, et al.
Publicado: (2020)

Outcomes and mechanical complications of acute myocardial infarction during the second wave pandemic in a Milan HUB center for cardiac emergencies
por: Penso, Marco, et al.
Publicado: (2022)

Artificial Intelligence in Coronary Computed Tomography Angiography: From Anatomy to Prognosis
por: Muscogiuri, Giuseppe, et al.
Publicado: (2020)

Circulating Small Extracellular Vesicles Reflect the Severity of Myocardial Damage in STEMI Patients
por: Zarà, Marta, et al.
Publicado: (2023)

Mid-Diastolic Events (L Events): A Critical Review
por: Di Virgilio, Emanuele, et al.
Publicado: (2021)

Improvement of Left Ventricular Global Longitudinal Strain after 6-Month Therapy with GLP-1RAs Semaglutide and Dulaglutide in Type 2 Diabetes Mellitus: A Pilot Study
por: Basile, Paolo, et al.
Publicado: (2023)

The Applications of Artificial Intelligence in Cardiovascular Magnetic Resonance—A Comprehensive Review
por: Argentiero, Adriana, et al.
Publicado: (2022)

The Role of Multimodality Imaging in Left-Sided Prosthetic Valve Dysfunction
por: Muratori, Manuela, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_94qliluihccpcm65euar49stdv