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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Xiao-Xi Zhuang

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Review Open access Oct 2026

Vascular Phenotyping with Photoacoustic and Ultrasound Imaging in Cardiovascular Disease: Recent Innovations

Photoacoustic and ultrasound imaging together resolve vascular structure, wall biomechanics, blood flow, oxygenation, and tissue composition without ionizing radiation or iodinated contrast. This review summarizes what each modality can now measure in patients and asks which of these measurements are close enough to cl...

Mu-Hang He, Xiao-Xi Zhuang, Rui Cao · 0 citations

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