Bipartite graphs in systems biology and medicine: a survey of methods and applications

GA Pavlopoulos, PI Kontou, A Pavlopoulou… - …, 2018 - academic.oup.com
The latest advances in high-throughput techniques during the past decade allowed the
systems biology field to expand significantly. Today, the focus of biologists has shifted from …

Current breathomics—a review on data pre-processing techniques and machine learning in metabolomics breath analysis

A Smolinska, AC Hauschild, RRR Fijten… - Journal of breath …, 2014 - iopscience.iop.org
We define breathomics as the metabolomics study of exhaled air. It is a strongly emerging
metabolomics research field that mainly focuses on health-related volatile organic …

A comprehensive evaluation of module detection methods for gene expression data

W Saelens, R Cannoodt, Y Saeys - Nature communications, 2018 - nature.com
A critical step in the analysis of large genome-wide gene expression datasets is the use of
module detection methods to group genes into co-expression modules. Because of …

clusterMaker: a multi-algorithm clustering plugin for Cytoscape

JH Morris, L Apeltsin, AM Newman, J Baumbach… - BMC …, 2011 - Springer
Background In the post-genomic era, the rapid increase in high-throughput data calls for
computational tools capable of integrating data of diverse types and facilitating recognition …

Comparing the performance of biomedical clustering methods

C Wiwie, J Baumbach, R Röttger - Nature methods, 2015 - nature.com
Identifying groups of similar objects is a popular first step in biomedical data analysis, but it
is error-prone and impossible to perform manually. Many computational methods have been …

The African turquoise killifish genome provides insights into evolution and genetic architecture of lifespan

DR Valenzano, BA Benayoun, PP Singh, E Zhang… - Cell, 2015 - cell.com
Lifespan is a remarkably diverse trait ranging from a few days to several hundred years in
nature, but the mechanisms underlying the evolution of lifespan differences remain elusive …

Venus flytrap carnivorous lifestyle builds on herbivore defense strategies

F Bemm, D Becker, C Larisch, I Kreuzer… - Genome …, 2016 - genome.cshlp.org
Although the concept of botanical carnivory has been known since Darwin's time, the
molecular mechanisms that allow animal feeding remain unknown, primarily due to a …

Using anticlustering to partition data sets into equivalent parts.

M Papenberg, GW Klau - Psychological Methods, 2021 - psycnet.apa.org
Numerous applications in psychological research require that a pool of elements is
partitioned into multiple parts. While many applications seek groups that are well-separated …

Adept: a domain independent sequence alignment strategy for gpu architectures

MG Awan, J Deslippe, A Buluc, O Selvitopi… - BMC …, 2020 - Springer
Background Bioinformatic workflows frequently make use of automated genome assembly
and protein clustering tools. At the core of most of these tools, a significant portion of …

clusterMaker2: a major update to clusterMaker, a multi-algorithm clustering app for Cytoscape

M Utriainen, JH Morris - BMC bioinformatics, 2023 - Springer
Background Since the initial publication of clusterMaker, the need for tools to analyze large
biological datasets has only increased. New datasets are significantly larger than a decade …