Related Experiment Video
Updated: Aug 5, 2026

Cardiac Magnetic Resonance for the Evaluation of Suspected Cardiac Thrombus: Conventional and Emerging Techniques
Published on: June 11, 2019
Assessment of Myocardial Iron Overload and Strain Abnormalities in Pediatric β-Thalassemia Using Multiparametric CMR
Rania Awadi1, Narjes Benameur1, Mohamed Deriche2
1Research Laboratory of Biophysics and Medical Technologies, The Higher Institute of Medical Technologies of Tunis, University of Tunis El Manar, Tunis 1006, Tunisia.
Insights
Artificial intelligence-assisted cardiovascular magnetic resonance feature tracking (AI-CMR-FT) detects early heart dysfunction in pediatric transfusion-dependent β-thalassemia (TDT). This method, combined with multiparametric imaging, aids in risk stratification for TDT patients.
Area of Science:
- Cardiology
- Pediatric Medicine
- Medical Imaging
Background:
- Myocardial iron overload in pediatric transfusion-dependent β-thalassemia (TDT) leads to cardiac complications.
- Cardiovascular magnetic resonance (CMR) with T2* and T1 mapping quantifies iron and detects cardiac dysfunction.
- AI-assisted CMR feature tracking (CMR-FT) assesses myocardial deformation, even with preserved ejection fraction.
Purpose of the Study:
- To evaluate AI-based CMR-FT utility in pediatric TDT patients.
- To assess the relationship between AI-CMR-FT and multiparametric CMR biomarkers (strain, tissue characteristics, LV geometry).
Main Methods:
- Retrospective CMR analysis in 68 pediatric TDT patients and 20 controls.
- Utilized T2*, T1 mapping, and FT-based strain analysis (GCS, GLS, GRS).
- Defined myocardial iron overload as T2* < 20 ms; assessed correlations using Pearson's correlation.
Main Results:
- Patients with iron overload showed significantly reduced Global Circumferential Strain (GCS) compared to controls.
- GCS correlated with myocardial T2* and T1 values.
- Global Longitudinal Strain (GLS) reflected LV geometric changes, correlating with LV mass/EDV ratio.
Conclusions:
- AI-based CMR-FT combined with multiparametric imaging improves early detection of subclinical myocardial dysfunction in pediatric TDT.
- This approach offers insights beyond conventional CMR metrics for enhanced risk stratification.
Abstract:
Background/Objectives: Myocardial iron overload is a major contributor to adverse cardiac outcomes in pediatric patients with transfusion-dependent β-thalassemia (TDT). Cardiovascular magnetic resonance (CMR), including T2* and T1 mapping, allows quantification of myocardial iron and early detection of cardiac dysfunction. Artificial intelligence (AI)-assisted CMR feature tracking (CMR-FT) provides a sensitive and reproducible approach for assessing myocardial deformation, even in patients with preserved left ventricular ejection fraction (LVEF). This study aimed to evaluate the utility of AI-based CMR-FT and its relationship with multiparametric CMR biomarkers, including myocardial strain (GCS, GLS, GRS), tissue characteristics (T2*, T1), and left ventricular (LV) geometry in pediatric TDT patients. Methods: In this retrospective study, 68 pediatric patients with β-thalassemia major and 20 age-matched healthy controls underwent CMR with T2*, T1 mapping, and FT-based strain analysis. Myocardial iron overload was defined as T2* < 20 ms. Strain parameters were compared between groups, and correlations with tissue characteristics and LV geometry were assessed using Pearson's correlation. Results: Patients with myocardial iron overload have significantly reduced GCS compared to controls (-17.4 ± 1.6% vs. -19.3 ± 4.5%, p < 0.01). GCS correlated with T2* (r = -0.33, p = 0.007) and T1 (r = -0.45, p < 0.001). GLS was sensitive to LV geometric changes, particularly concentric remodeling, correlating with LV mass/EDV ratio (r = -0.449, p < 0.001). Conclusions: AI-based CMR-FT combined with multiparametric tissue imaging enhances early detection of subclinical myocardial dysfunction in pediatric TDT, offering diagnostic insights beyond conventional CMR metrics and supporting improved risk stratification.
More Related Videos
Related Concept Videos
Imaging Studies for Cardiovascular System IV: CMRI
Cardiomyopathy III: Hypertrophic Cardiomyopathy
Imaging Studies for Cardiovascular System V: CT
Mitral Stenosis II: Clinical features and Diagnostic Tests
Imaging Studies for Cardiovascular System III: X-Ray
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
Cardiomyopathy IV: Restrictive Cardiomyopathy

