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Protocol for reconstructing ancestral genomes from present-day samples by applying local ancestry inference
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The left amygdala is genetically sexually-dimorphic: multi-omics analysis of structural MRI volumes
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SNP rs9364554 Modulates Androgen Receptor Binding and Drug Response in Prostate Cancer
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Modern transcriptome data processing algorithms: a review of methods and results of approbation
Published 2021-08-01“…Analysis of bioinformatics data is an actual problem in modern computational biology and applied mathematics. With the development of biotechnology and tools for obtaining and processing such information, unresolved issues of the development and application of new algorithms and software have emerged.Authors propose practical algorithms and methods for processing transcriptomic data for efficient results of annotation, visualization and interpretation of bioinformatics data.…”
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Deep learning in microbiome analysis: a comprehensive review of neural network models
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On the sensitivity of feature ranked lists for large-scale biological data
Published 2013-03-01“…The problem of feature selection for large-scale genomic data, for example from DNA microarray experiments, is one of the fundamental and well-investigated problems in modern computational biology.From the computational point of view, a selected gene list should be characterized by good predictive power and should be understood and well explained from the biological point of view.Recently, another feature of selected gene lists is increasingly investigated, namely their stability which measures how the content and/or the gene order change when the data are perturbed.In this paper we propose a new approach to analysis of gene list stability, termed the sensitivity index, that does not require any data perturbationand allows the gene list that is most reliable in a biological sense to be chosen.…”
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Comparative Inference of Duplicated Genes Produced by Polyploidization in Soybean Genome
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Cellular functions and biomedical applications of circular RNAs
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Molecular and pharmacological heterogeneity of ETV6::RUNX1 acute lymphoblastic leukemia
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Virtual Screening as a Technique for PPAR Modulator Discovery
Published 2010-01-01Get full text
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Single-cell RNA-seq data augmentation using generative Fourier transformer
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The PRC2.1 subcomplex opposes G1 progression through regulation of CCND1 and CCND2
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