Progress in the Clinical Application of Artificial Intelligence for Left Ventricle Analysis in Cardiac Magnetic Resonance

Progress in the Clinical Application of Artificial Intelligence for Left Ventricle Analysis in Cardiac Magnetic Resonance

Cardiac magnetic resonance (CMR) imaging enables a one-stop assessment of heart structure and function. Artificial intelligence (AI) can simplify and automate work flows and improve image post-processing speed and diagnostic accuracy; thus, it greatly affects many aspects of CMR. This review highlig...

Full description

Saved in:

Bibliographic Details
Main Authors:	Yinghui Le, Chongshang Zhao, Jing An, Jiali Zhou, Dongdong Deng, Yi He
Format:	Article
Language:	English
Published:	IMR Press 2024-12-01
Series:	Reviews in Cardiovascular Medicine
Subjects:	cardiovascular magnetic resonance artificial intelligence left ventricle
Online Access:	https://www.imrpress.com/journal/RCM/25/12/10.31083/j.rcm2512447
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Excessive Left Ventricle Trabeculations versus Cardiomyopathy
by: Suresh T. Yavagal
Published: (2025-01-01)

Association Between Size of Left Ventricle and Long‐Term Cardiovascular Events
by: Yun‐Jiu Cheng, et al.
Published: (2025-08-01)

Cardiac magnetic resonance imaging in patients with hypertrophic cardiomyopathy: diagnostic and prognostic value
by: S. V. Shayakhmetova, et al.
Published: (2019-12-01)

POST-MI REMODELING OF THE LEFT VENTRICLE REMODELING: A CARDIAC SURGEON’S STANDPOINT
by: Y. V. Belov, et al.
Published: (2002-10-01)

RELATION OF THE LATE ACTIVATION ZONE WITH THE LEFT VENTRICLE MYOCARIDUM CHANGES IN CANDIDATES FOR RESYNCHRONIZING THERAPY
by: S. V. Zubarev, et al.
Published: (2017-08-01)

A comprehensive evaluation of the left atrium using cardiovascular magnetic resonance
by: Maurice Pradella, et al.
Published: (2025-01-01)

NON-COMPACTION MYOCARDIUM OF THE LEFT VENTRICLE: SECONDARY PREVENTION OF THROMBOEMBOLISM
by: R. P. Myasnikov, et al.
Published: (2017-02-01)

THE BLOOD FLOWS IN THE LEFT VENTRICLE AS PREDICTORS FOR MYOCARDIAL DYSFUNCTION IN DILATED CARDIOMYOPATHY
by: V. A. Sandrikov, et al.
Published: (2014-05-01)

Prognostic impact of left ventricular reverse remodeling after surgical aortic valve replacement in severe aortic stenosis
by: Maria Rita Lima, et al.
Published: (2025-07-01)

A review on vortex dynamics in the healthy and dilated left ventricles and its application to heart health
by: Mahesh S. Nagargoje, et al.
Published: (2025-01-01)

RESULTS OF THE MODIFIED LEFT VENTRICLE RECONSTRUCTION WITH EVALUATION OF GEOMETRIC PARAMETERS IN POSTINFARCTION ANEURYSM OF THE HEART
by: V. E. Babokin, et al.
Published: (2017-10-01)

REMODELING OF THE LEFT VENTRICLE: ONE OR SEVERAL SCENARIOS?
by: V. V. Kalyuzhin, et al.
Published: (2016-10-01)

ResST-SEUNet++: Deep Model for Accurate Segmentation of Left Ventricle and Myocardium in Magnetic Resonance Imaging (MRI) Images
by: Abduljabbar S. Ba Mahel, et al.
Published: (2025-06-01)

SEGMENTAL ANALYSIS OF DIASTOLIC DYSFUNCTION OF THE LEFT VENTRICLE IN MYOCARDIAL POSTINFARCTION FOCAL CHANGES
by: D. A. Shvets, et al.
Published: (2016-08-01)

LEFT VENTRICLE TORSION IN AN IDIOPATHIC HIS LEFT BUNDLE BRANCH BLOCK
by: E. N. Pavlyukova, et al.
Published: (2017-08-01)

Comparative evaluation of echocardiographic and morphometric characteristics of the rat heart left ventricle
by: E. O. Ionova, et al.
Published: (2023-05-01)

Comparative assessment of the indices of the left ventricle post-infarction remodelling of the left ventricle and its dependence on the strategy of acute myocardial infarction management
by: D. M. Zhidovich, et al.
Published: (2013-09-01)

The non-compact left ventricle cardiomyopathy: clinical features and diagnostic capabilities
by: E. A. Mershina, et al.
Published: (2015-12-01)

Correlation between Obesity and Left Atrial Enlargement in Patients Using Cardiac Magnetic Resonance
by: Solos Jaturapisanukul, et al.
Published: (2025-02-01)

PREDICTION ROLE OF THE LEFT VENTRICLE REMODELLING IN ARTERIAL HYPERTENSION PATIENTS
by: S. V. Ivanova, et al.
Published: (2016-12-01)

FEATURES OF LEFT VENTRICLE DIASTOLIC DYSFUNCTION IN SYPHILITIC HEART DISEASE
by: V. V. Anikin, et al.
Published: (2003-10-01)

PREDICTION ROLE OF THE LEFT VENTRICLE REMODELLING IN ARTERIAL HYPERTENSION PATIENTS
by: S. V. Ivanova, et al.
Published: (2016-12-01)

Minimally invasive cardiac surgery via bilateral thoracotomy in treatment of left ventricle aneurysm: a case report
by: Yuta Kanazawa, et al.
Published: (2023-04-01)

Predictive criteria for the function of the right ventricle of the heart during mechanical bypass of the left ventricle
by: D. D. Uzunin, et al.
Published: (2021-12-01)

Diastolic function of the left ventricle in patients with cardiomyopathy and low ejection fraction: the role of torsion in left bundle branch block
by: E. N. Pavlyukova, et al.
Published: (2016-09-01)

How can the left atrial strain be correctly determined by cardiovascular magnetic resonance feature tracking?
by: Rehsan Akkuzu, et al.
Published: (2025-03-01)

Risk factors for raised left ventricular filling pressure by cardiovascular magnetic resonance: Prognostic insights
by: Ross J. Thomson, et al.
Published: (2024-12-01)

ASSOCIATION OF CLINICAL AND GENETIC FACTORS WITH LEFT VENTRICLE HYPERTROPHY IN ARTERIAL HYPERTENSION
by: T. Yu. Kuznetsova, et al.
Published: (2016-01-01)

Features of the left ventricle diastolic function in patients with community acquired pneumonia
by: V. V. Syvolap, et al.
Published: (2014-04-01)

Features of myocardial deformation in patients with ischemic heart disease with moderate dilatation of cavity of the left ventricle complicated by the myocardial infarction
by: A. V. Molodan, et al.
Published: (2014-04-01)

Functional geometry of the left ventricle in patients after orthotopic heart transplantation in the early postoperative period
by: T. V. Chumarnaya, et al.
Published: (2016-06-01)

THE SYNDROME OF LEFT VENTRICLE HYPERTROPHY
by: S. L. Dzemeshkevitch, et al.
Published: (2014-09-01)

Cardiac magnetic resonance left atrioventricular coupling index as a prognostic tool in hypertrophic cardiomyopathy
by: Jinyang Wen, et al.
Published: (2025-06-01)

Strategies to Reduce Left Anterior Descending Artery and Left Ventricle Organ Doses in Radiotherapy Planning for Left-Sided Breast Cancer
by: Umut Diremsizoglu, et al.
Published: (2025-02-01)

NON-COMPACTION LEFT VENTRICLE MYOCARDIUM: A SYMPTOM, SYNDROME OR DEVELOPMENT VARIATION?
by: M. E. Polyak, et al.
Published: (2017-02-01)

Epidermoid Cyst of the Fourth Ventricle: A Case Report
by: Sushil Kumar, et al.
Published: (2019-11-01)

Methods of left ventricle shape analysis in assessment and prediction of treatment effect in cardiac dyssynchrony
by: R. O. Rokeakh, et al.
Published: (2025-02-01)

Association of Systemic Arterial Properties With Right Ventricular Morphology: The Multi‐Ethnic Study of Atherosclerosis (MESA)‐Right Ventricle Study
by: Nadine Al‐Naamani, et al.
Published: (2016-12-01)

Algorithmic Generation of Parameterized Geometric Models of the Aortic Valve and Left Ventricle
by: Nikita Pil, et al.
Published: (2024-12-01)

Automatic Segmentation of the Left Ventricle in Apical Four-Chamber View on Transesophageal Echocardiography Based on UNeXt Deep Neural Network
by: Lingeer Wu, et al.
Published: (2024-12-01)