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English(EN) TGAge: A Phenotypic Aging Clock Based on Tabular Foundation Models and the Gompertz Law for Assisted Living Facility Residents

新的 TGAge 衰老时钟使用基础模型针对辅助生活居民

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了 TGAge，这是一种专为辅助生活设施居民设计的新型生物衰老时钟。该时钟利用表格基础模型从标准临床测量中预测死亡风险，并通过 Gompertz 定律将其转化为生物年龄加速。与现有的临床指数和生物衰老时钟相比，TGAge 在生存预测方面表现出优越的性能，并且其衍生的年龄加速与各种与衰老相关的合并症显示出显著的联系。 AI

影响 这项研究介绍了表格基础模型在健康预测方面的新应用，有望改善弱势人群的护理。

排序理由 该集群包含一篇详细介绍新模型和方法的论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv stat.ML 阅读 →

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新的 TGAge 衰老时钟使用基础模型针对辅助生活居民

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该集群包含一篇详细介绍新模型和方法的论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv stat.ML TIER_1 English(EN) · Chengzhuo Li, Rongjia Zhou, Shanshan Wang, Runze Yan, Carl Yang, Xiaobo Sun, Huiwen Xu, Jiaying Lu ·

    TGAge：基于表格基础模型和 Gompertz 定律的表型衰老时钟，用于辅助生活设施居民

    arXiv:2610.32994v1 Announce Type: cross Abstract: Biological age captures overall health status beyond chronological age, yet existing biological aging clocks are difficult to apply to assisted living facility (ALF) residents due to scarce epigenetic data. We propose TGAge, a sec…

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