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State-Aware Interaction MIL用于罕见联合分子表型预测

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2026年10月7日,arXiv计算机视觉栏目发布一手报道,介绍提出State-Aware Interaction MIL这一弱监督方法,用于结直肠癌与肺腺癌罕见联合分子表型预测。该方法保留生物标志物特异性组织学表征,建模生物标志物之间的交互,并对完整的四态分子构型进行监督。目前报道仅涉及方法提出,未披露实验数据、验证结果或后续应用进展。

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Oct 7, 2026
  1. arXiv · Computer Vision
    State-Aware Interaction MIL 用于结直肠癌与肺腺癌罕见联合分子表型预测

    提出 State-Aware Interaction MIL,一种弱监督方法,保留生物标志物特异性组织学表征、建模其交互并监督完整的四态分子构型。

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