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SYSTEMS AND METHODS FOR RAPID NEURAL NETWORK-BASED IMAGE SEGMENTATION AND RADIOPHARMACEUTICAL UPTAKE DETERMINATION
专利权人:
Progenics Pharmaceuticals, Inc.;EXINI Diagnostics AB
发明人:
Karl Vilhelm Sjöstrand,Jens Filip Andreas Richter,Kerstin Elsa Maria Johnsson,Erik Konrad Gjertsson
申请号:
US16003006
公开号:
US20190209116A1
申请日:
2018.06.07
申请国别(地区):
US
年份:
2019
代理人:
摘要:
Presented herein are systems and methods that provide for automated analysis of three-dimensional (3D) medical images of a subject in order to automatically identify specific 3D volumes within the 3D images that correspond to specific organs and/or tissue. In certain embodiments, the accurate identification of one or more such volumes can be used to determine quantitative metrics that measure uptake of radiopharmaceuticals in particular organs and/or tissue regions. These uptake metrics can be used to assess disease state in a subject, determine a prognosis for a subject, and/or determine efficacy of a treatment modality.
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