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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 ...
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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...
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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...
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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...