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.

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, ...