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cs.LG2026
PaReGTA: A Temporally Aware LLM-Based Patient Representation Framework for EHR Analytics
Kihyuk Yoon, Lingchao Mao, Catherine Chong +3
Temporal information in structured electronic health records (EHRs) is often lost in sparse one-hot or count-based representations, while sequence models can be costly and data-hun…
cs.LG2025
Interpretable Machine Learning for Cognitive Aging: Handling Missing Data and Uncovering Social Determinant
Xi Mao, Zhendong Wang, Jingyu Li +4
Early detection of Alzheimer's disease (AD) is crucial because its neurodegenerative effects are irreversible, and neuropathologic and social-behavioral risk factors accumulate yea…