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MACHINE LEARNING ON RAW MEDICAL IMAGING DATA FOR CLINICAL DECISION SUPPORT
MACHINE LEARNING ON RAW MEDICAL IMAGING DATA FOR CLINICAL DECISION SUPPORT
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机译：机器学习原始医学影像数据以支持临床决策
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摘要
Various embodiments of the present disclosure are directed to a raw diagnostic machine for a medical diagnosis of raw medical imaging data generated by a medical imaging machine as opposed to a medical diagnosis of a medical image conventionally reconstructed from the raw medical imaging data. In operation, the raw diagnostic engine includes a medical imaging diagnostic controller implementing a dimension reduction pre-processor for selecting or extracting one or more dimension reduced feature vectors from the raw medical imaging data, and further implementing a raw diagnostic artificial intelligence engine for rendering a diagnostic assessment of the raw medical imaging data as represented by the dimension reduced feature vector(s). The medical imaging diagnostic controller may further control a communication of the diagnostic assessment of the raw medical imaging data (e.g., a display, a printing, an emailing, a texting, etc.).
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