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Advances in Bioinformatics and Computational Biology de João C. Setubal

Advances in Bioinformatics and Computational Biology: Lecture Notes in Computer Science, cartea 12558

Editat de João C. Setubal, Waldeyr Mendes Silva
en Limba Engleză Paperback – 20 dec 2020
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.

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Specificații

ISBN-13: 9783030657741
ISBN-10: 3030657744
Pagini: 288
Ilustrații: XIII, 272 p. 83 illus., 63 illus. in color.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.44 kg
Ediția:1st edition 2020
Editura: Springer
Colecția Lecture Notes in Computer Science
Seria Lecture Notes in Computer Science

Locul publicării:Cham, Switzerland

Cuprins

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.