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PREDICTING A PATHOLOGICAL CONDITION FROM A MEDICAL IMAGE
专利权人:
OPTOS PLC
发明人:
ALAN DUNCAN FLEMING
申请号:
US16837524
公开号:
US20200320692A1
申请日:
2020.04.01
申请国别(地区):
US
年份:
2020
代理人:
摘要:
A computer-implemented method, system, and computer-readable medium, for determining a pathologic condition from a medical image of a portion of a subject. The method includes acquiring a plurality of lesion locations in the medical image; applying a clustering algorithm to the plurality of lesion locations to identify at least one lesion cluster and corresponding lesion cluster data; categorizing each lesion cluster into one of a set of predetermined categories based on the identified lesion cluster data; applying at least one function to the lesion cluster data with regard to each category of the set of predetermined categories, wherein the at least one function provides a fixed number of data outputs; and determining a pathologic condition by processing the fixed number of data outputs of each category of the set based on a classification algorithm trained on image data defining medical images of the portion of a plurality of subjects.
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