Flexible x-ray, detector with optical shape sensing

    公开(公告)号:US09987503B2

    公开(公告)日:2018-06-05

    申请号:US14356188

    申请日:2012-10-29

    CPC classification number: A61N5/1067 A61B6/12 A61N5/1071 G01T1/023 G01T1/161

    Abstract: The present invention relates to a sensor device for detecting dose of radiation received at the sensor device, the sensor device comprising a flexible body having a cross-section being comparatively small relative to the length of the device, a cladding at the flexible body, the cladding converting incoming radiation into visible light, and an optical shape sensing device disposed within the flexible body and configured to determine a shape of the flexible instrument relative to a reference, the shape sensing device configured to collect information based on its configuration to map an intraluminal structure during a procedure. The present invention further relates to a radiation therapy system including such a sensor device and a method of operating a radiation therapy system including such a sensor device.

    SEQUENTIAL OUT OF DISTRIBUTION DETECTION FOR MEDICAL IMAGING

    公开(公告)号:US20230394652A1

    公开(公告)日:2023-12-07

    申请号:US18031889

    申请日:2021-10-11

    CPC classification number: G06T7/0012 G06T2207/20084 G06T2207/20081

    Abstract: Disclosed herein is a medical system (100, 300, 400) comprising a memory (110) storing a trainable machine learning module (122) trained using training data descriptive of a training data distribution (600) to output a reconstructed medical image (136) in response to receiving measured medical image data (128) as input. The medical system comprises a computational system (104). The execution of machine executable instructions (120) causes the computational system to: receive (200) the measured medical image data and determine (202) the out-of-distribution score and the in-distribution accuracy score consecutively in an order determined a sequence, detect (204) a rejection of the measured medical image data using the out-of-distribution score and/or the in-distribution accuracy score during execution of the sequence, provide (206) a warning signal (134) if the rejection of the measured medical image data is detected. The out-of-distribution score is determined by inputting the measured medical image data into the out-of-distribution estimation module. The in-distribution accuracy score is determined by inputting the measured medical image data into the in-distribution accuracy estimation module.

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