Dictionary learning has emerged as a pivotal technique in modern image processing, forming the basis for effective sparse representation in image classification tasks. By constructing an overcomplete ...

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 ...

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) ...

SAN MATEO and OAKLAND, California — IXL Learning, developer of personalized learning products used by millions of people globally, is excited to announce the acquisition of IXL Learning, the premier ...