ULTRASOUND IMAGING SYSTEM WITH A NEURAL NETWORK FOR DERIVING IMAGING DATA AND TISSUE INFORMATION

    公开(公告)号:US20250009344A1

    公开(公告)日:2025-01-09

    申请号:US18894527

    申请日:2024-09-24

    Abstract: An ultrasound system according to some embodiments may include an ultrasound transducer configured to transmit ultrasound pulses toward tissue and generate echo signals responsive to the ultrasound pulses, a channel memory configured to store the echo signals, a beamformer configured to generated beamformed signals responsive to the echo signals, a neural network configured to receive one or more samples of the echo signals or the beamformed signals and produce a first type of ultrasound imaging data, and a processor configured to generate a second type of ultrasound imaging data, wherein the one or more processors may be further configured to generate an ultrasound image based on the first type of ultrasound imaging data and the second type of ultrasound imaging data and to cause a display communicatively coupled therewith to display the ultrasound image.

    ULTRASOUND IMAGING SYSTEM WITH A NEURAL NETWORK FOR DERIVING IMAGING DATA AND TISSUE INFORMATION

    公开(公告)号:US20220225967A1

    公开(公告)日:2022-07-21

    申请号:US17714467

    申请日:2022-04-06

    Abstract: An ultrasound system according to some embodiments may include an ultrasound transducer configured to transmit ultrasound pulses toward tissue and generate echo signals responsive to the ultrasound pulses, a channel memory configured to store the echo signals, a beamformer configured to generated beamformed signals responsive to the echo signals, a neural network configured to receive one or more samples of the echo signals or the beamformed signals and produce a first type of ultrasound imaging data, and a processor configured to generate a second type of ultrasound imaging data, wherein the one or more processors may be further configured to generate an ultrasound image based on the first type of ultrasound imaging data and the second type of ultrasound imaging data and to cause a display communicatively coupled therewith to display the ultrasound image.

    ULTRASOUND IMAGING SYSTEM WITH A NEURAL NETWORK FOR DERIVING IMAGING DATA AND TISSUE INFORMATION

    公开(公告)号:US20190336108A1

    公开(公告)日:2019-11-07

    申请号:US16474319

    申请日:2018-01-03

    Abstract: An ultrasound system according to some embodiments may include an ultrasound transducer configured to transmit ultrasound pulses toward tissue and generate echo signals responsive to the ultrasound pulses, a channel memory configured to store the echo signals, a beamformer configured to generated beamformed signals responsive to the echo signals, a neural network configured to receive one or more samples of the echo signals or the beamformed signals and produce a first type of ultrasound imaging data, and a processor configured to generate a second type of ultrasound imaging data, wherein the one or more processors may be further configured to generate an ultrasound image based on the first type of ultrasound imaging data and the second type of ultrasound imaging data and to cause a display communicatively coupled therewith to display the ultrasound image.

    Systems and methods for frame indexing and image review

    公开(公告)号:US11896434B2

    公开(公告)日:2024-02-13

    申请号:US17299851

    申请日:2019-12-11

    CPC classification number: A61B8/5223 A61B8/0866 A61B8/469 G06N3/08

    Abstract: The present disclosure describes imaging systems configured to generate index information to indicate which image frames in a plurality of image frames include one or more target anatomical features, such as a head or femur of a fetus. The confidence levels of the presence of the target anatomical features are also determined. The system may be configured to determine if the target anatomical feature is present in an image frame by implementing at least one neural network. Merit levels based on the quality of the image frames may also be determined. Measurements of the one or more items of interest may be acquired. Visual representations (500) of the index information (502), confidence levels, merit levels, and/or measurements may be provided via a user interface. A user interface may receive user inputs based on the visual representations to navigate to specific image frames (508) of the plurality of image frames.

    Ultrasound imaging system with a neural network for deriving imaging data and tissue information

    公开(公告)号:US11324485B2

    公开(公告)日:2022-05-10

    申请号:US16474319

    申请日:2018-01-03

    Abstract: An ultrasound system according to some embodiments may include an ultrasound transducer configured to transmit ultrasound pulses toward tissue and generate echo signals responsive to the ultrasound pulses, a channel memory configured to store the echo signals, a beamformer configured to generated beamformed signals responsive to the echo signals, a neural network configured to receive one or more samples of the echo signals or the beamformed signals and produce a first type of ultrasound imaging data, and a processor configured to generate a second type of ultrasound imaging data, wherein the one or more processors may be further configured to generate an ultrasound image based on the first type of ultrasound imaging data and the second type of ultrasound imaging data and to cause a display communicatively coupled therewith to display the ultrasound image.

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