发明申请
- 专利标题： SYSTEM AND METHOD FOR ACCURATE AND RAPID IDENTIFICATION OF DISEASED REGIONS ON BIOLOGICAL IMAGES WITH APPLICATIONS TO DISEASE DIAGNOSIS AND PROGNOSIS
- 专利标题（中）： 用于精神和快速识别生物图像疾病区域的系统和方法，应用于疾病诊断和预防
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申请号： US13061843申请日： 2009-09-03
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公开(公告)号： US20110243417A1公开(公告)日： 2011-10-06
- 发明人: Anant Madabhushi , James Monaco , John Tomaszewski , Michael Feldman , Ajay Basavanhally
- 申请人： Anant Madabhushi , James Monaco , John Tomaszewski , Michael Feldman , Ajay Basavanhally
- 申请人地址： US NJ New Brunswick
- 专利权人： Rutgers, The State University of New Jersey
- 当前专利权人： Rutgers, The State University of New Jersey
- 当前专利权人地址： US NJ New Brunswick
- 国际申请： PCT/US09/04979 WO 20090903
- 主分类号： G06K9/00
- IPC分类号： G06K9/00
摘要：
The present invention relates to a method and system for detecting biologically relevant structures in a hierarchical fashion, beginning at a low-resolution and proceeding to higher levels of resolution. The present invention also provides probabilistic pairwise Markov models (PPMMs) to classify these relevant structures. The invention is directed to a novel classification approach which weighs the importance of these structures. The present invention also provides a fast, efficient computer-aided detection/diagnosis (CAD) system capable of rapidly processing medical images (i.e. high throughput). The computer-aided detection/diagnosis (CAD) system of the present invention allows for rapid analysis of medical images the improving the ability to effectively detect, diagnose, and treat certain diseases.
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