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4 Result(s)

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  1. No Access

    Chapter and Conference Paper

    Modeling Life-Span Brain Age from Large-Scale Dataset Based on Multi-level Information Fusion

    Predicted brain age could be used to measure individual brain status over development and degeneration, which could also indicate the potential risk of age-related brain disorders. Although various techniques ...

    Nan Zhao, Yongsheng Pan, Kaicong Sun, Yuning Gu… in Machine Learning in Medical Imaging (2024)

  2. No Access

    Chapter and Conference Paper

    SPR-Net: Structural Points Based Registration for Coronary Arteries Across Systolic and Diastolic Phases

    Systolic and diastolic registration of coronary arteries is a critical yet challenging step in coronary artery disease analysis. Most existing methods ignore the important relationship between vascular geometr...

    **ao Zhang, Feihong Liu, Yuning Gu… in Medical Image Computing and Computer Assis… (2023)

  3. No Access

    Chapter and Conference Paper

    Develo** Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images

    Early detection and diagnosis of breast cancer using ultrasound images are crucial for timely diagnostic decision and treatment in clinical application. However, the similarity between tumors and background an...

    Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang… in Medical Image Computing and Computer Assis… (2023)

  4. No Access

    Chapter and Conference Paper

    Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation Across Multiple Sites

    In clinical practice, a segmentation network is often required to continually learn on a sequential data stream from multiple sites rather than a consolidated set, due to the storage cost and privacy restricti...

    **gyang Zhang, Peng Xue, Ran Gu, Yuning Gu… in Medical Image Computing and Computer Assis… (2022)