Results 1 to 10 of about 8,545,689 (298)
Stochastic neural network models for gene regulatory networks [PDF]
, 2003 Recent advances in gene-expression profiling technologies provide large amounts of gene expression data. This raises the possibility for a functional understanding of genome dynamics by means of mathematical modelling.
Tian, T., Burrage, K.
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A causal reinforcement learning framework for reliable gene regulatory network inference [PDF]
BMC BioinformaticsBackground Gene regulatory network inference is crucial for revealing the mechanisms of cellular functions and the causal mechanisms of disease occurrence.
Ruirui Ji +4 more
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Inferring gene regulatory network from single-cell transcriptomes with graph autoencoder model.
PLoS Genetics, 2023 The gene regulatory structure of cells involves not only the regulatory relationship between two genes, but also the cooperative associations of multiple genes.
Jiacheng Wang, Yaojia Chen, Quan Zou
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Survey of Research on Non-homogeneous Gene Regulatory Network Models [PDF]
Jisuanji kexue yu tansuo, 2023 In the field of bioinformatics, the construction of gene regulatory networks is crucial. In recent years, non-homogeneous dynamic Bayesian networks have become a common modeling tool for learning gene regulatory networks from gene expression time-series ...
ZHANG Qianqian, HU Chunling, ZHANG Jiayao, LI Dawei, SHAO Mingyi
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Gat2Get: A Novel Approach to Infer Gene Regulatory Network from Gene Activity using Dynamic Bayesian Network learning [PDF]
Port Said Engineering Research Journal, 2023 Discovering Gene Regulatory Network (GRN) gives some idea about gene pathways and helps many potential applications in medicine. The essential source of data for this task is the gene expression data.
safaa saleh +3 more
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A gene regulatory network for neural induction
eLife, 2023 During early vertebrate development, signals from a special region of the embryo, the organizer, can redirect the fate of non-neural ectoderm cells to form a complete, patterned nervous system.
Katherine E Trevers +14 more
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Gene regulatory networks [PDF]
Proceedings of the National Academy of Sciences, 2005 The Special Feature on gene regulatory networks in this issue of PNAS highlights an emerging field in the biosciences: gene regulatory networks that control animal development. The complex control systems underlying development have probably been evolving for more than a billion years.
Eric, Davidson, Michael, Levin
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Introduction to gene regulatory networks [PDF]
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2015 Gene regulatory networks are a central mechanism in the regulation of gene expression in all living organisms? cells. Their functioning is nowadays very well understood: they are based on the production of proteins enhanced or inhibited by other proteins inside and outside the cells. This produces a complex dynamics with which, with the exact same DNA,
Sylvain Cussat-Blanc, Wolfgang Banzhaf
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Algorithms, 2021 The reconstruction of gene regulatory networks based on gene expression data can effectively uncover regulatory relationships between genes and provide a deeper understanding of biological control processes.
Kuan Liu +3 more
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Logic of gene regulatory networks [PDF]
Current Opinion in Biotechnology, 2007 Regulatory networks of transcription factors and signaling molecules lie at the heart of development. Their architecture implements logic functions whose execution propels cells from one regulatory state to the next, thus driving development forward.
Materna, Stefan C., Davidson, Eric H.
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