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.

    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.

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