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Abstract: In this presentation, we will share the exciting new opportunities that deep learning offers to advance medical imaging technologies, including computed tomography (CT) image reconstruction, spectral CT imaging using energy-integrating detector-based CT scanners, and lessons learned from the development of AI models in COVID-19.