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stat.AP2026
Local Manifold Attention for Recovery and Generation of Rare 3D Human Poses
Feiyue Pan, Zhigang Yao
A rare 3D human pose in a motion sequence may reflect either a genuine movement or an estimation error, making correction difficult when reference databases contain few comparable…
stat.AP2025
Beyond Missing Data: Questionnaire Response Uncertainty as an Early Digital Sign of Dementia-Related Vulnerability
Yukun Lu, Bingjie Li, Zhigang Yao +1
Explicit "Do not know" responses are treated as missing data, although their accumulation may encode uncertainty. We analysed 502,234 UK Biobank participants to test associations b…
stat.AP2025
Routine Blood Biomarkers Reveal a Preclinical Continuum of Multiple Myeloma Risk
Bingjie Li, Jiadai Xu, Yiqing Sun +4
Multiple myeloma (MM) is preceded by a long preclinical phase spanning decades, yet scalable, non-specialist tools to identify individuals at elevated risk before end-organ damage…