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play a key role in ongoing clinical trial on exercise research and developing studies investigating the interplay between longitudinal cognitive outcomes, neuroimaging and vascular risk factors using US
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skills to accomplish overall goals, recognize the technical barriers that need to be overcome, and formulate plans to mitigate risks of the chosen research directions. In addition, they are expected
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transformer architectures for multimodal fusion (RGB + thermal, intraoperative video, OR signals, EHR, surveys); develop temporal and cross-attention components for longitudinal risk trajectories. Build robust
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