Computational MR Imaging in the AI Era

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Computational MR Imaging in the AI Era - Talk

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Magnetic Resonance Imaging (MRI) is undergoing a paradigm shift driven by advances in computational techniques and artificial intelligence. This talk will introduce the challenges and opportunities in the area of medical imaging. It will then explore the evolving landscape of computational MRI, where physics-based modeling, signal processing, and machine learning converge to accelerate acquisition, enhance image quality, and enable new diagnostic capabilities. It will start with supervised machine learning approaches, followed by new advances in generative artificial intelligence tools.