Joint modeling of high-dimensional longitudinal data and survival using supervised low-rank tensor decomposition
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High-dimensional longitudinal data are increasingly available in biomedical research, especially from omics platforms, but pose substantial challenges for joint modeling with survival outcomes. These challenges include modeling complex temporal dynamics, accom... ...
