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性别特定的机器学习分类模型改善了腹腔大动脉动脉瘤的结果预测.

Katherine E Kerr1, Indrani Sen2, Pete H Gueldner1

  • 1Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA, USA.

Biology of sex differences
|November 11, 2025
PubMed
概括

与一般模型相比,特定于性别的机器学习模型改善了腹腔大动脉瘤 (AAA) 结果预测. 均等的患者数据表示可以提高女性患者的准确性,而不会影响男性患者的结果.

关键词:
人工智能可解释性腹腔大动脉动脉瘤 腹腔大动脉动脉瘤生物力学 生物力学机器学习 机器学习形态学 形态学 形态学结果预测结果预测.基于性别的差异.形状分析 形状分析压力分析 压力分析这是血管外科手术.

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