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突破传统多模态整合局限!MIT提出APOLLO框架,实现细胞共享与特异性 ...
麻省理工学院与瑞士苏黎世联邦理工学院的联合研究团队,提出了计算框架 APOLLO,即通过潜变量优化学习部分重叠潜空间的自编码器,其通过显式建模共享信息和模态特异性信息,为更全面、精准地解析细胞状态及其调控逻辑提供了一条可行的技术路径。
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