Searching journal content for articles similar to Vernikos and Parkhill 18 (2): 000.

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  1. ...information with the ability to evaluate these features within challenging genomic regions that are known to play a pivotal role in many human diseases (Cooper et al. 2011). We hypothesized that the single-molecule long-read nature of Fiber-seq would be well-suited for investigating the chromatin impact...
  2. ...-seq (including epigenetic modifications). We recommend that readers interested in more details about the two platforms read the review by Logsdon et al. (2020).Both PacBio and ONT excel in resolving repetitive elements and identifying complex genomic variants, including structural variants (SVs), which have...
  3. ...Reuben M. Buckley and Elaine A. Ostrander National Human Genome Research Institute, National Institutes of Health, Bethesda, Maryland 20892, USA Corresponding author: eostrand@mail.nih.govAbstractRecent advances in genomics, coupled with a unique population structure and remarkable levels...
  4. ...in red.Previous studies have employed prespecified graph features in combination with machine learning techniques to address the challenge of detecting repeats, treating it as a node classification problem (Ghurye and Pop 2016; Ghurye et al. 2019). In this context, the nodes of the graph represent DNA...
  5. ...by optimally weighting diverse genomic features (Shihab et al. 2015). To streamline the annotation process, PhD-SNPg, a lightweight, sequence-based machine learning tool, enables efficient analysis of SNPs and indels across coding and noncoding regions (Capriotti and Fariselli 2023). With advancements in SV...
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  6. ...in the Human DSCR and the Corresponding Mouse Region Landscape of GenomicStructure The GC-contents of mouse and human were 45.35% and 42.4%, respectively, in good agreement with results for the whole in each case ( Hattori et al. 2000 ; Mallon et al. 2000 ; Lander et al. 2001 ). CpG islands were predicted...
  7. ...and epigenetic analyses of long-read data within structurally and somatically variable genomic regions.Highly accurate long-read single-molecule DNA sequencing has revolutionized the comprehensive assembly of phased genetic architectures, enabling the first complete human assemblies (Wenger et al. 2019; Vollger...
  8. ...organisms (Jenjaroenpun et al. 2015, 2017). More recently, deep learning prediction models were trained to identify R-loops by training on an integrated cohort with numerous experimental data sets (Hu et al. 2024). Continued development of machine learning and artificial intelligence in research may shed...
  9. ...organization, and the functions of highly repetitive genomic loci. Genetic polymorphism in wild isolates of C. elegans should be more reliably assigned to SNVs and genomic islands of elevated diversity in the CGC1 assembly than in N2 (Crombie et al. 2019; Lee et al. 2021). Even for putatively identical wild...
  10. ...2016). In MAPLE, we used CpG frequency at higher resolution, as a vector of CpG frequencies of multiple genomic bins tiled across the promoter. This step generates the gene-dependent but cell-independent feature set to be used in the learning model. For the gene- and cell-dependent feature set, we...
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