Parallelized Tree-Based Pattern Recognition for Tissue Characterization
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United States of America Patent
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Issued Date -
Sep 18, 2014
app pub date -
Mar 13, 2014
filing date -
Mar 14, 2013
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Abandoned
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Abstract
Systems and methods for tissue characterization using multiple independent pattern recognition models are provided. Some embodiments are particularly directed to analyzing medical imaging data. In one embodiment, a method includes receiving a set of medical imaging data and receiving a set of independent tissue characterization models. Each of the set of independent tissue characterization models is applied to the set of medical imaging data in order to obtain a plurality of interim classification results. An arbitration of the plurality of interim classification results is performed to determine a constituent tissue for the set of medical imaging data. The determined constituent tissue may be displayed in combination with a graphical representation of the set of medical imaging data. Each of the set of independent tissue characterization models may be applied to the set of medical imaging data in parallel.
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