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Advances in Bioinformatics and Computational Biology

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This book constitutes the refereed proceedings of the Brazilian Symposium on Bioinformatics, BSB 2020, held in São Paulo, Brazil,... Weiterlesen
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Beschreibung

This book constitutes the refereed proceedings of the Brazilian Symposium on Bioinformatics, BSB 2020, held in São Paulo, Brazil, in November 2020. Due to COVID-19 pandemic the conference was held virtually The 20 revised full papers and 5 short papers were carefully reviewed and selected from 45 submissions. The papers address a broad range of current topics in computational biology and bioinformatics.



Inhalt

A Classification of de Bruijn Graph approaches for De Novo Fragment Assembly.- Redundancy Treatment of NGS Contigs in Microbial Genome Finishing with Hashing-Based Approach.- Efficient Out-of-core Contig Generation.- In silico Pathogenomic Analysis of Corynebacterium pseudotuberculosis biovar ovis.- Assessing the sex-related genomic composition diffeerence using a K-mer-based approach: a case of study in Arapaima gigas (Pirarucu) .- COVID-19 X-ray Image Diagnostic with Deep Neural Networks.- Classification of Musculoskeletal Abnormalities with Convolutional Neural Networks.- Combining mutation and gene network data in a machine learning approach for false-positive cancer driver gene discovery.- Unraveling the role of Nanobodies Tetrad on their Folding and Stability Assisted by Machine and Deep Learning Algorithms.- Experiencing DfAnalyzer for Runtime Analysis of Phylogenomic Dataows.- Sorting by Reversals and Transpositions with Proportion Restriction.- Heuristics for Breakpoint Graph Decomposition with Applications in Genome Rearrangement Problems.- Center Genome With Respect to the Rank Distance.- ImTeNet: Image-Text Classification Network for Abnormality Detection and Automatic Reporting on Musculoskeletal Radiographs.- A scientometric overview of bioinformatics tools in the Pseudomonas putida genome study.- Polysome-seq as a Measure of Translational Profile from Deoxyhypusine Synthase Mutant in Saccharomyces cerevisiae.- Anti-CD3 stimulated T cell transcriptome reveals novel ncRNAs and correlates with a suppressive profile.- A simplified complex network-based approach to mRNA and ncRNA transcript classification.- A systems biology driven approach to map the EP300 interactors using comprehensive protein interaction network.- Analyzing switch regions of human Rab10 by molecular dynamics simulations.- Importance of meta-analysis in studies involving plant responses to climate change in Brazil.- A brief history of Bioinformatics told by data visualization.- Computational Simulations for Cyclizations Catalyzed by Plant Monoterpene Synthases.- Oncogenic signaling pathways in Mucopolysaccharidoses.- Natural products as potential inhibitors for SARS-CoV-2 papain-like protease: an in silico study.

Produktinformationen

Titel: Advances in Bioinformatics and Computational Biology
Untertitel: 13th Brazilian Symposium on Bioinformatics, BSB 2020, São Paulo, Brazil, November 23-27, 2020, Proceedings
Editor:
EAN: 9783030657758
Digitaler Kopierschutz: Wasserzeichen
Format: E-Book (pdf)
Hersteller: Springer International Publishing
Genre: Biologie
Anzahl Seiten: 272
Veröffentlichung: 19.12.2020
Dateigrösse: 33.1 MB

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