发明名称 |
System and method for accurate and rapid identification of diseased regions on biological images with applications to disease diagnosis and prognosis |
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. |
申请公布号 |
US8718340(B2) |
申请公布日期 |
2014.05.06 |
申请号 |
US200913061843 |
申请日期 |
2009.09.03 |
申请人 |
MADABHUSHI ANANT;MONACO JAMES;TOMASZEWSKI JOHN;FELDMAN MICHAEL;BASAVANHALLY AJAY;TRUSTEES OF THE UNIVERSITY OF PENNSYLVANIA;RUTGERS, THE STATE UNIVERSITY OF NEW JERSEY |
发明人 |
MADABHUSHI ANANT;MONACO JAMES;TOMASZEWSKI JOHN;FELDMAN MICHAEL;BASAVANHALLY AJAY |
分类号 |
G06K9/00;A61B5/00 |
主分类号 |
G06K9/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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