SYSTEMS AND METHODS UTILIZING MACHINE-LEARNING FOR IN VIVO NAVIGATION

    公开(公告)号:US20220401154A1

    公开(公告)日:2022-12-22

    申请号:US17807893

    申请日:2022-06-21

    Abstract: A method of providing in vivo navigation of a medical device includes: receiving input medical imaging data of a patient's anatomy; receiving input non-optical in vivo image data from a sensor on a distal end of the device in the anatomy; using a trained model to locate the distal end in the input imaging data, wherein: the model is trained, based on (i) training medical imaging data and training non-optical in vivo image data of one or more individuals' anatomy and (ii) registration data associating the training image data with locations in the training imaging data as ground truth, to learn associations between the training image data and the training imaging data; determining an output location of the medical device using the learned associations and the input data; modifying the input imaging data to depict the determined location; and causing a display to output the modified input imaging data.

    SYSTEMS AND METHODS FOR MULTI-SOURCE MEDICAL IMAGING RECONSTRUCTION

    公开(公告)号:US20240029205A1

    公开(公告)日:2024-01-25

    申请号:US18350818

    申请日:2023-07-12

    Abstract: Medical imaging reconstruction of a subject's anatomy may include: monitoring first and second medical imaging data of the subject's anatomy, wherein: the first medical imaging data is captured from within the subject's anatomy by at least one first medical imaging device; the second medical imaging data is captured from outside of the subject's anatomy by at least one second medical imaging device; and at least one of the first medical imaging device or the second medical imaging device is operable to selectively target different regions of the subject's anatomy; and in response to detecting, based on the monitoring, a divergence in the first medical imaging data and the second medical imaging data above a predetermined threshold, updating a medical imaging reconstruction of the subject's anatomy that is based on the first medical imaging data and the second medical imaging data.

    MEDICAL DEVICE POSITION SENSING COMPONENTS
    4.
    发明公开

    公开(公告)号:US20230404521A1

    公开(公告)日:2023-12-21

    申请号:US18335213

    申请日:2023-06-15

    Abstract: A medical device is described that may include a handle and a needle extending distally from the handle. The needle may be configured to be at least partially inserted into a body, and may include a sheath and a core disposed in the sheath. The core may have a distal portion including a distal tip, and a proximal portion distinct from the distal portion. A proximal end of the distal portion may be coupled to a distal end of the proximal portion to define a cavity between the proximal end of the distal portion and the distal end of the proximal portion. The needle may further include a device of a position sensing system arranged in the cavity. The device may be a transmitter device or a receiver device. The position sensing system may be configured to determine a position or an orientation of the distal tip.

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