公开(公告)号：US10013638B2

公开(公告)日：2018-07-03

申请号：US12540779

申请日：2009-08-13

Applicant: Ping Zhang ,  Kuldeep Kumar

Inventor： Ping Zhang ,  Kuldeep Kumar

IPC: G06K9/00 ,  G06K9/62

CPC classification number: G06K9/6229 ,  G06K9/6292 ,  G06K2209/05

Abstract: A method and system for classifying tissue suspected of being abnormal as being malignant or benign. The method includes generating a set of selection features, performing statistical applications to generate additional selection features, generating a feature vector for the abnormal tissue, feeding the feature vector into a neural network, and obtaining a result from the neural network as to whether the abnormal tissue is malignant or benign. The method and system may be used for determining the presence of breast cancer.

公开(公告)号：US10671885B2

公开(公告)日：2020-06-02

申请号：US16026015

申请日：2018-07-02

Applicant: Ping Zhang

Inventor： Ping Zhang ,  Kuldeep Kumar

IPC: G06K9/00 ,  G06K9/62

Abstract: A method and system for classifying tissue suspected of being abnormal as being malignant or benign. The method includes generating a set of selection features, performing statistical applications to generate additional selection features, generating a feature vector for the abnormal tissue, feeding the feature vector into a neural network, and obtaining a result from the neural network as to whether the abnormal tissue is malignant or benign. The method and system may be used for determining the presence of cancers such as breast cancer.

公开(公告)号：US20180357512A1

公开(公告)日：2018-12-13

申请号：US16026015

申请日：2018-07-02

Applicant: Ping Zhang

Inventor： Ping Zhang ,  Kuldeep Kumar

IPC: G06K9/62

CPC classification number: G06K9/6229 ,  G06K9/6292 ,  G06K2209/05

Abstract: A method and system for classifying tissue suspected of being abnormal as being malignant or benign. The method includes generating a set of selection features, performing statistical applications to generate additional selection features, generating a feature vector for the abnormal tissue, feeding the feature vector into a neural network, and obtaining a result from the neural network as to whether the abnormal tissue is malignant or benign. The method and system may be used for determining the presence of cancers such as breast cancer.