公开(公告)号：US20140016843A1

公开(公告)日：2014-01-16

申请号：US13922184

申请日：2013-06-19

申请人： HEALTH DISCOVERY CORPORATION

发明人： Hong Zhang ,  Maher Albitar

IPC分类号： G06K9/00

CPC分类号： G06K9/00147 ,  G06K9/00127 ,  G06K9/0014

摘要： A system and method for computer-assisted karyotyping includes a processor which receives a digitized image of metaphase chromosomes for processing in an image processing module and a classifier module. The image processing module may include a segmenting function for extracting individual chromosome images, a bend correcting function for straightening images of chromosomes that are bent or curved and a feature selection function for distinguishing between chromosome bands. The classifier module, which may be one or more trained kernel-based learning machines, receives the processed image and generates a classification of the image as normal or abnormal.

摘要翻译： 用于计算机辅助核型分析的系统和方法包括接收中间染色体的数字化图像以在图像处理模块和分类器模块中进行处理的处理器。 图像处理模块可以包括用于提取单个染色体图像的分割功能，用于校正弯曲或弯曲的染色体的图像的弯曲校正功能和用于区分染色体带的特征选择功能。 可以是一个或多个训练有素的基于内核的学习机器的分类器模块接收经处理的图像，并且生成正常或异常的图像分类。

公开(公告)号：US09336430B2

公开(公告)日：2016-05-10

申请号：US13922184

申请日：2013-06-19

申请人： HEALTH DISCOVERY CORPORATION

发明人： Hong Zhang ,  Maher Albitar

IPC分类号： G06K9/00

CPC分类号： G06K9/00147 ,  G06K9/00127 ,  G06K9/0014

摘要： A system and method for computer-assisted karyotyping includes a processor which receives a digitized image of metaphase chromosomes for processing in an image processing module and a classifier module. The image processing module may include a segmenting function for extracting individual chromosome images, a bend correcting function for straightening images of chromosomes that are bent or curved and a feature selection function for distinguishing between chromosome bands. The classifier module, which may be one or more trained kernel-based learning machines, receives the processed image and generates a classification of the image as normal or abnormal.

摘要翻译： 用于计算机辅助核型分析的系统和方法包括接收中间染色体的数字化图像以在图像处理模块和分类器模块中进行处理的处理器。 图像处理模块可以包括用于提取单个染色体图像的分割功能，用于校正弯曲或弯曲的染色体的图像的弯曲校正功能和用于区分染色体带的特征选择功能。 可以是一个或多个训练有素的基于内核的学习机器的分类器模块接收经处理的图像，并且生成正常或异常的图像分类。