Latent Factor Modeling of scRNA-Seq Data Uncovers Dysregulated Pathways in Autoimmune Disease Patients
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DOI: 10.1016/j.isci.2020.101451
Abstract: Summary Latent factor modeling applied to single-cell RNA sequencing (scRNA-seq) data is a useful approach to discover gene signatures. However, it is often unclear what methods are best suited for specific tasks and how latent… read more here.
Keywords: scrna seq; factor modeling; latent factor; seq data ... See more keywords
Factor Modeling for Innovative Enterprises
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DOI: 10.1134/s2070048220060058
Abstract: The concept of a factor model based on frames is proposed. Factors are considered as slot values of the corresponding frames, which makes it possible to reduce the complexity of the developed model. The method… read more here.
Keywords: influence; modeling innovative; innovative enterprises; model ... See more keywords
Neuroprotective Effect of Kinase Inhibition in Ischemic Factor Modeling In Vitro
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DOI: 10.3390/ijms22041885
Abstract: The contribution of many neuronal kinases to the adaptation of nerve cells to ischemic damage and their effect on functional neural network activity has not yet been studied. The aim of this work is to… read more here.
Keywords: neuroprotective effect; modeling vitro; effect; factor modeling ... See more keywords