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Author

David Ouyang

2 papers indexed here

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Review Sep 2026

From task-specific AI to cardiovascular foundation models: a new era of multimodal interpretation.

Artificial intelligence (AI) is reshaping cardiovascular medicine, evolving from task-specific supervised models towards multitask and foundation models capable of broader, more scalable interpretation. Early AI systems achieved high performance in electrocardiographic interpretation, echocardiographic measurement and...

Hirotaka Ieki, Paul P. Cheng, A. Ambrosy et al. · 0 citations
Oct 2026

Comprehensive Aortic Stenosis Characterization Using Multiview Deep Learning.

BACKGROUND Accurate assessment of aortic stenosis (AS) requires integration of both structural and functional information characterized by visual traits as well as quantitation of gradients. Existing artificial intelligence models use solely either structural or functional information. OBJECTIVES The authors aimed to...

Hirotaka Ieki, Y. Sahashi, M. Vukadinovic et al. · 2 citations

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