这篇综述介绍了创新的微生物组数据整合方法MetaDICT（Microbiome data integration via shared dictionary learning），通过两阶段算法有效解决多研究数据整合中的批次效应（batch effects）和生物异质性难题。该方法结合因果推断中的加权技术和新型共享字典学习（shared dictionary ...

哈尔滨工业大学谷延锋教授团队在Sci China Tech Sci发表论文“Class-guided coupled dictionary learning for multispectral-hyperspectral remote sensing image collaborative classification”，研究了基于类别引导耦合字典学习的多光谱-高光谱遥感图像协同分类。

In a recent study posted to the bioRxiv* preprint server, researchers developed and elucidated a ‘bridge integration’ method to harmonize single-cell ribonucleic acid (RNA) sequencing (scRNA-seq) ...

We often conceive of learning through the lens of cramming for an exam or teaching a dog to sit, but humans and other mammals aren't the only entities capable of adapting to their environment -- ...