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Bingfan Liu

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Articles

Dynamic survival risk prediction with time-varying high-dimensional images

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By Haolun Shi, Shu Jiang, Bingfan Liu
| Wiley Online Library Verified
1 Introduction Alzheimer's disease is a progressive neurodegenerative disorder that poses a significant global challenge (Brookmeyer et al., 2007). Its profound impact on cognitive function, memory, and overall quality of life underscores the urgent need for advanced predictive models that can accurately forecast the dynamic survival risks faced by affected individuals. Traditionally, researchers rely on scalar data or low-dimensional summaries of patient information to predict survival outcomes.
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