MODELLING THE HEART OF A SUBJECT
    6.
    发明公开

    公开(公告)号:US20240282461A1

    公开(公告)日:2024-08-22

    申请号:US18580698

    申请日:2022-07-11

    IPC分类号: G16H50/50 G16H15/00 G16H50/30

    CPC分类号: G16H50/50 G16H15/00 G16H50/30

    摘要: A mechanism for generating information usable for identifying a risk of arrhythmia. A plurality of heart models are constructed from medical imaging data of a subject's heart. each heart model being defined by a set of different values for one or more modifiable properties. The modifiable properties are those used in the generation of the heart model or in the definition of the heart model, and influence or affect simulation results using the heart model. Each heart model undergoes a plurality of simulations, each simulation being a simulation of a response of the heart model to a (simulated) stimulation of electricity at a different pacing location of the heart. Output data is generated containing indicators of all simulation results.

    METHODS AND SYSTEMS FOR ADJUSTING THE FIELD OF VIEW OF AN ULTRASOUND PROBE

    公开(公告)号:US20220142612A1

    公开(公告)日:2022-05-12

    申请号:US17438964

    申请日:2020-03-13

    摘要: The invention provides for a method for switching between fields of view of an ultrasound probe. The method begins by obtaining an anatomical model representing a region of interest of a subject and establishing a first field of view relative to an ultrasonic probe, wherein the first field of view comprises an initial portion of the region of interest. Ultrasound data is then obtained from the first field of view by way of the ultrasonic probe and a first anatomical feature is identified within the first field of view based on the ultrasound data. A location in digital space of the first field of view relative to the anatomical model is determined based on the first anatomical feature. A second field of view is then established based on the anatomical model and the first field of view, wherein the first field of view functions as a reference field of view. The field of view is then switched from the first field of view to the second field of view.

    DATA AUGMENTATION FOR A MACHINE LEARNING METHOD

    公开(公告)号:US20220415021A1

    公开(公告)日:2022-12-29

    申请号:US17780975

    申请日:2020-12-07

    IPC分类号: G06V10/774

    摘要: A mechanism for creating/synthesizing realistic training data, for training a machine-learning model, using anatomical knowledge. An anatomical model can be obtained. Information from annotated training data entries (i.e. “ground truth” information), can be used to model the anatomical variation, from the obtained model, in the population of the training data. This anatomical model can then be modified, e.g. incorporating some random factors, in order to generate one or more augmented models of realistic anatomies. The augmented anatomy is then transferred from the model domain to the data entry domain to thereby generate a new data entry or data entries for training a machine-learning model. This latter process can be achieved in various ways, e.g. using GANs, such as CycleGANs and label images, or deformation vector fields.