Advances in Bioinformatics and Computational Biology
Springer International Publishing (Verlag)
978-3-030-65774-1 (ISBN)
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.
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.
| Erscheinungsdatum | 23.12.2020 |
|---|---|
| Reihe/Serie | Lecture Notes in Bioinformatics | Lecture Notes in Computer Science |
| Zusatzinfo | XIII, 272 p. 83 illus., 63 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 443 g |
| Themenwelt | Informatik ► Weitere Themen ► Bioinformatik |
| Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie | |
| Schlagworte | Artificial Intelligence • bandwidth • Bioinformatics • Computational Biology • Computer Hardware • Computer Networks • Computer Science • Computer systems • computer vision • Databases • Education • Engineering • genomics • graph theory • Human-Computer Interaction (HCI) • Imaging • Internet • Mathematics • molicular sequence analysis • Network Protocols • Proteomics • Signal Processing • systems biology • Telecommunication networks • Telecommunication Systems • theoretical computer science • Transcriptomics |
| ISBN-10 | 3-030-65774-4 / 3030657744 |
| ISBN-13 | 978-3-030-65774-1 / 9783030657741 |
| Zustand | Neuware |
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