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Disease characterization from fused pathology and radiology data
专利权人:
发明人:
Anant Madabhushi,Mirabela Rusu
申请号:
US14964665
公开号:
US09767555B2
申请日:
2015.12.10
申请国别(地区):
US
年份:
2017
代理人:
摘要:
Methods and apparatus associated with distinguishing invasive adenocarcinoma (IA) from in situ adenocarcinoma (AIS) are described. One example apparatus includes a set of logics, and a data store that stores three dimensional (3D) radiological images of tissue demonstrating IA or AIS. The set of logics includes a classification logic that generates an invasiveness classification for a diagnostic 3D radiological image, a training logic that trains the classification logic to identify a texture feature associated with IA, an image acquisition logic that acquires a diagnostic 3D radiological image of a region of tissue demonstrating cancerous pathology and that provides the diagnostic 3D radiological image to the classification logic, and a prediction logic that generates an invasiveness score based on the diagnostic 3D radiological image and the invasiveness classification. The training logic trains the classification logic using a set of 3D histological reconstructions combined with the set of 3D radiological images.
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中国工程科技知识中心
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http://www.ckcest.cn/home/
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