Comparison of running time and iterations for Federated Harmony and Harmony across different datasets and batch conditions. by Ruizhi Yuan (16864629)

The Workflow of Federated Harmony. by Ruizhi Yuan (16864629)

Comparison of evaluation indicators of different metaheuristic algorithm classifiers. by Yi-Qiang Xia (20161326)

Comparison of results of different repair strategies. by Yihan Liu (2258221)

Comparison of running time under different parameter settings. by Yixian Wen (12201388)

Estimated growth curves of broiler chickens. by Turgay Şengül (12801990)

Single-cell RNA sequencing analysis reveals the expression patterns of the prognostic signature across cellular subpopulations. by Xiangxin Wu (22320058)

“…(C) Batch effect correction and data normalization using the Harmony algorithm. (D, E) UMAP and t-SNE visualizations showing the distribution of 22 distinct cell subtypes. …”

<b>A Single-cell Transcriptomic Sequencing Dataset of Early Female and Male Chicken (</b><b><i>Gallus gallus</i></b><b>) Embryos</b> by Zhi Cao (20682218)

“…To correct for potential batch effects, the Harmony algorithm was applied. For clustering, the FindClusters function was used with a resolution of 0.4, followed by dimensionality reduction and visualization using uniform manifold approximation and projection (UMAP) and t-distributed stochastic neighbor embedding. …”

Single-cell sequencing revealed that <i>SH3D21</i> caused activation of PI3K/AKT signaling pathway in HCC. by Wangxia Tong (188802)

“…<b>(B)</b> For clustering of cells after the batch correction was performed using the harmony algorithm. <b>(C)</b> Expression of the various cell marker genes in clustering cells. …”