首页> 外国专利> Processes for automated detection of microcalcificações for segmenting an area of an image of mamograma digital, for the detection of automated microcalcifição grouped.To incorporate the detections of

Processes for automated detection of microcalcificações for segmenting an area of an image of mamograma digital, for the detection of automated microcalcifição grouped.To incorporate the detections of

机译:自动检测微钙化的过程,用于分割数字化乳腺X线图像的区域,以检测自动微钙化的分组。将计算机辅助检测系统的出口检测合并到计算机中以检测微钙化 u00e7 u00f5es分组在乳房X线照片中,并用于自动图像收集。该设备用于自动检测微钙化剂 u00e7 u00f5es,并检测在mamograma的数字图像中分组的微钙化 u00e7 u00f5es。

摘要

"Processes for the detection of automated microcalcificau00e7u00f5es for segmenting an area of an image of mamograma digital, for the detection of automated microcalcificau00e7u00e3o grouped.To incorporate the detections of exit of a detection system assisted by computer to detect microcalcificau00e7u00f5es grouped in a mamograma, and for automated image collection.Apparatus for the automated detection of microcalcificau00e7u00f5es, and to detect microcalcificau00e7u00f5es grouped into an image of mamograma digital ".A process, a system to detect and visualize microcalcificau00e7u00e3o grouped in a mamograma digital.In which a single digital mamograma (100) is initially collected automatically (200) for a sub area of the image which is then processed by means of a difference of optimized filter GausSiano, to enhance the appearance of microcalcificau00e7u00e3o potential in sub image.The microcalcificau00e7u00e3o potential is limited, clusters are detected (300), features are computed for the clusters detected.And groups are classified (400) as a suspect or suspects, by means of a neural network.The locations in the original digital mamograma, microcalcificau00e7u00e3o grouped detected suspicious, are indicated.The results of the system are combined optimally with an observation of the radiologist of the mamograma original.Combining the observations with the results after the first radiologist have accepted or rejected the individual detections reported by the system.
机译:自动微钙化的检测过程,用于分割乳腺X线照片的图像区域,用于对自动微钙化的检测进行分组。将计算机辅助的检测系统出口的检测合并到计算机中,检测在乳腺X线照片中分组的微钙化并自动收集图像。一种用于自动检测微钙化的设备,并检测分组在乳腺X线图像中的微钙化的设备。一个检测和可视化乳房X线照片中分组的微钙化的系统,其中最初自动为图像的一个子区域收集(200)单个数字乳房X线照片(100),然后通过以下方法进行处理:优化的滤波器GausSiano,以增强子图像中微钙化电位的出现。微钙化电位有限,检测到簇(300),特征为检测到的簇计算es,然后通过神经网络将组分类为(400)个可疑对象,并指出原始数字乳房X线照片中微钙化的位置,将其分组为可检测的可疑对象。系统的最佳选择与乳房X线照片的放射线医师的观察结果进行最佳组合。在第一位放射线医师接受或拒绝系统报告的单个检测结果之后,将观察结果与结果进行合并。

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