公开(公告)号：US20230317293A1

公开(公告)日：2023-10-05

申请号：US17710326

申请日：2022-03-31

申请人： GE Precision Healthcare LLC ,  The Trustees of Indiana University

发明人： Sanghee Cho ,  Zhanpan Zhang ,  Soumya Ghose ,  Fiona Ginty ,  Cynthia Elizabeth Landberg Davis ,  Jhimli Mitra ,  Sunil S. Badve ,  Yesim Gokmen-Polar

IPC分类号： G16H50/30 ,  G16H30/00 ,  G06T7/00 ,  G06N3/04

CPC分类号： G16H50/30 ,  G16H30/00 ,  G06T7/0014 ,  G06N3/0454 ,  G06T2207/30068

摘要： A method for determining a recurrence of a disease in a patient is presented. The method includes generating a plurality of medical images of an organ of the patient and determining a plurality of recurrence probabilities from the plurality of medical images. A recurrence of the disease is determined based on the plurality of recurrence probabilities and clinicopathological data of the patient using a Bayesian network.

公开(公告)号：US20230309836A1

公开(公告)日：2023-10-05

申请号：US17981913

申请日：2022-11-07

申请人： GE Precision Healthcare LLC

发明人： Souyma Ghose ,  Zhanpan Zhang ,  Sanghee Cho ,  Fiona Ginty ,  Cynthia Elizabeth Landberg Davis ,  Jhimli Mitra ,  Sunil S. Badve ,  Yesim Gokmen-Polar ,  Elizabeth Mary McDonough

IPC分类号： A61B5/00 ,  G06K9/62 ,  G06T7/00 ,  G16H50/20

CPC分类号： A61B5/0091 ,  A61B5/004 ,  A61B5/4312 ,  A61B5/7275 ,  A61B5/742 ,  G06K9/6223 ,  G06V2201/032 ,  G16H50/20 ,  A61B2576/02 ,  G06T2207/10116 ,  G06T2207/30068 ,  G06T2207/30096 ,  G06T7/0012

摘要： A method for determining a recurrence of a disease in a patient is presented. The method includes generating a plurality of medical images of an organ of the patient and determining a plurality of recurrence probabilities from the plurality of medical images. A recurrence of the disease is determined based on the plurality of recurrence probabilities and clinicopathological data of the patient using a Bayesian network.

公开(公告)号：US20230307137A1

公开(公告)日：2023-09-28

申请号：US17704531

申请日：2022-03-25

申请人： GE Precision Healthcare LLC ,  The Trustees of Indiana University

发明人： Soumya Ghose ,  Fiona Ginty ,  Cynthia Elizabeth Landberg Davis ,  Sanghee Cho ,  Sunil S. Badve ,  Yesim Gokmen-Polar

IPC分类号： G16H50/30 ,  G16H30/40 ,  G06T7/00 ,  G06V10/26

CPC分类号： G16H50/30 ,  G16H30/40 ,  G06T7/0012 ,  G06V10/26 ,  G06T2207/30096

摘要： A method for determining a recurrence of a disease in a patient includes generating a medical image of an organ of the patient and then extracting an invasive edge around an area of interest in the medical image. A plurality of radiomics features is obtained from the invasive edge and the recurrence of the disease is determined based on the plurality of radiomics features.