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Author

Wafa Baccouch

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2 papers indexed here

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Review Aug 2026

Advancements in T1 Mapping for Cardiac MRI: Comprehensive Review of Techniques, Clinical Applications, Artificial Intelligence Integration, and Future Perspectives.

INTRODUCTION The use of cardiovascular magnetic resonance (CMR) T1 mapping is becoming the dominant method for quantitatively characterizing diffuse tissue abnormalities in the myocardium that cannot be detected by traditional late gadolinium enhancement (LGE). This review provides a comprehensive overview of recent te...

Mariem Dali, Narjes Benameur, Wafa Baccouch et al. · 0 citations
Open access Aug 2026

A Hybrid Meta-Learning Framework Integrating ECG, Cine-MRI, and Biomarkers for Heart Failure Prediction

Heart failure (HF) remains a major global cause of morbidity and mortality, where early diagnosis is critical for improving patient outcomes. Conventional single-modality approaches often fail to capture the complex and multifactorial nature of HF. This study investigates the feasibility of a late-fusion framework that...

Wafa Baccouch, Narjes Benameur, Abdulrahman A. Alsayyari et al. · 0 citations

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