A scout-image deep learning model with DCT-based tube current modulation encoding estimates organ doses with 7% mean absolute error, outperforming Global and Organ CTDIvol baselines across six organs.
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Scout-Dose-TCM: Direct and Prospective Scout-Based Estimation of Personalized Organ Doses from Tube Current Modulated CT Exams
A scout-image deep learning model with DCT-based tube current modulation encoding estimates organ doses with 7% mean absolute error, outperforming Global and Organ CTDIvol baselines across six organs.