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We address the problem of optimizing data acquisition for photon-counting CT. We formulate a task-driven approach using a clinically relevant task of detection and localization of a lesion in a search region. The appropriate scalar measure of task performance is ALROC, the area under the LROC curve. For hardware optimization, the observer performing the task should operate on the raw (sinogram) data...
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