ELECTROCARDIOGRAM IMAGE PROCESSING METHOD AND DEVICE, MEDIUM, AND ELECTROCARDIOGRAPH

    公开(公告)号:US20230293079A1

    公开(公告)日:2023-09-21

    申请号:US17921929

    申请日:2021-04-27

    Inventor: Kang Chen Qing Cao

    Abstract: The present application relates to a field of image processing and discloses an ECG image processing method, device, medium, and an electrocardiograph. The ECG image processing method of the present application includes: receiving the ECG image; extracting a feature map of the ECG image, and reducing the feature map to obtain an attention map; extracting a feature matrix from the feature map and the attention map using a bilinear attention pooling; obtaining an expression matrix using an adaptive weight learning and a weighted fusion of the feature matrix by a multi-headed self-attention processing; and classifying the ECG image with a plurality of labels. This application allows direct interpretation of ECG images without limiting to a use of conventional digital signals, while capturing subtle discrepancies in the ECG image for classifying ECG abnormalities with high noise immunity.

    Ultrasonic wave diagnostic apparatus, medical information processing apparatus, and computer program product

    公开(公告)号:US11712219B2

    公开(公告)日:2023-08-01

    申请号:US16713237

    申请日:2019-12-13

    Inventor: Yasuhiko Abe

    CPC classification number: A61B8/0883 A61B8/4416 A61B8/461 A61B8/5223 A61B5/318

    Abstract: An ultrasonic wave diagnostic apparatus according to an embodiment includes processing circuitry. The processing circuitry acquires a plurality of pieces of volume data obtained through image capturing of a region including the cardiac ventricle of a subject for a predetermined duration. The processing circuitry estimates motion of tissue of the cardiac ventricle by using the pieces of volume data. The processing circuitry calculates, based on a result of the estimation, cardiac ventricle information indicating at least one of wall motion information and volume information related to the cardiac ventricle. The processing circuitry calculates, based on a result of the estimation, annulus information related to the size or shape of an annulus position of a valve related to inflow or outflow of blood current at the cardiac ventricle. The processing circuitry outputs the cardiac ventricle information and the annulus information.

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