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    Chapter and Conference Paper

    Weakly/Semi-supervised Left Ventricle Segmentation in 2D Echocardiography with Uncertain Region-Aware Contrastive Learning

    Segmentation of the left ventricle in 2D echocardiography is essential for cardiac function measures, such as ejection fraction. Fully-supervised algorithms have been used in the past to segment the left ventr...

    Yanda Meng, Yuchen Zhang, Jianyang **e in Pattern Recognition and Computer Vision (2024)

  2. No Access

    Chapter and Conference Paper

    TransBridge: A Lightweight Transformer for Left Ventricle Segmentation in Echocardiography

    Echocardiography is an essential diagnostic method to assess cardiac functions. However, manually labelling the left ventricle region on echocardiography images is time-consuming and subject to observer bias. ...

    Kaizhong Deng, Yanda Meng, Dongxu Gao, Joshua Bridge in Simplifying Medical Ultrasound (2021)