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METHOD AND MEANS OF CAD SYSTEM PERSONALIZATION TO REDUCE INTRAOPERATOR AND INTEROPERATOR VARIATION

机译:CAD系统个性化减少操作者和操作者差异的方法和手段

摘要

A system and method is disclosed to reduce variation of the clinical decision making process when an image reporting and data system (IRADS) for medical diagnosis is used. Image reporting and data systems provide guidelines for an operator to identify images as belonging to one of a number of categories and specific clinical actions are then recommended based upon such categories. Some clinical actions such as biopsies may be recommended by IRADS even when they are not necessary. The present inventive concept is configured to utilize a Computer-Assisted Diagnosis (CAD) system that is specifically programmed to minimize discrepancies between the recommended clinical actions of an individual or specific group of experts using the standard IRADS process and the optimum clinical actions based on correlation with biopsy proven data. The resulting CAD system reduces the number of unnecessary clinical actions such as biopsies based on the operator's error profile.
机译:当使用用于医学诊断的图像报告和数据系统(IRADS)时,公开了一种减少临床决策过程变化的系统和方法。图像报告和数据系统为操作员提供了将图像识别为属于多个类别之一的指南,然后根据此类类别推荐了特定的临床措施。即使不需要,某些临床操作(例如活检)也可能由IRADS建议。本发明构思被配置为利用计算机辅助诊断(CAD)系统,该系统被特别编程以最小化使用标准IRADS过程的个体或特定专家组的推荐临床行为与基于相关性的最佳临床行为之间的差异。活检证实的数据。最终的CAD系统根据操作员的错误情况减少了不必要的临床操作(例如活检)的次数。

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