Genes that follow similar expression trajectories in response to stress or stimulus tend to share biological functions. Thus, it is reasonable and common to cluster genes by expression trajectories.

A stunningly concentrated and hefty galaxy cluster, from a time in the universe's history when such massive structures aren't ...

Polycystic ovary syndrome (PCOS) is a common, but clinically heterogeneous, condition. This study explores PCOS subtypes using two orthogonal statistical analyses of biochemical and anthropometric ...

Introduction: Syndrome of undifferentiated recurrent fever (SURF) refers to a group of recurrent fevers without a clear monogenic cause. Clinical spectrum, treatment response predictors and management ...

Abstract: This paper presents an improved method for reducing high-order dynamical system models via clustering. Agglomerative hierarchical clustering based on performance evaluation (HC-PE) is ...

This article will explore the implementation of Agglomerative Hierarchical Clustering, along with understanding dendrograms and various linkage criteria. Further, we will go over a practical example ...

sourmash is a tool for biological sequence analysis and comparisons. sourmash compare and sourmash plot produce basic distance matrix plots that are useful for comparing and visualizing the ...

Hierarchical clustering is a method of cluster analysis that builds a hierarchy of clusters. This technique can be visualized as a tree-like diagram called a dendrogram, where the root represents the ...

Introduction: Multi-view data offer advantages over single-view data for characterizing individuals, which is crucial in precision medicine toward personalized prevention, diagnosis, or treatment ...

1 Environmental Engineering Department, Institute of Science and Technology, São Paulo State University, São José dos Campos, Brazil. 2 Department of Geography, Portland State University, Portland, ...