Fig. 8. The training process of the classification and grading of cardiac views.

CACTUS Framework: Revolutionizing Cardiac Care with Deep Transfer Learning in Ultrasound Imaging

Cardiovascular diseases remain the leading cause of death globally, underscoring the critical need for accurate and accessible diagnostic tools. Cardiac ultrasound, or echocardiography, is a cornerstone of heart disease assessment, offering real-time imaging without radiation. However, interpreting these images requires expertise, and variability in quality or analysis can delay diagnoses. Enter CACTUS (Cardiac Assessment and […]

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