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DEEP LEARNING BASED ISOCENTER POSITIONING AND FULLY AUTOMATED CARDIAC MR EXAM PLANNING
DEEP LEARNING BASED ISOCENTER POSITIONING AND FULLY AUTOMATED CARDIAC MR EXAM PLANNING
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机译:基于深度学习的ISOCENTER定位和全自动心脏MR考试计划
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摘要
A computer-implemented method of performing deep learning based isocenter positioning includes acquiring a plurality of slabs covering an anatomical area of interest that comprises a patient's heart. For each slab, one or more deep learning models are used to determine a likelihood score for the slab indicating a probability that the slab includes at least a portion of the patient's heart. A center position of the patient's heart may then be determined based on the likelihood scores determined for the plurality of slabs.
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