Bioinformatics

Sérgio Campos's Advances in Bioinformatics and Computational Biology: 9th PDF

By Sérgio Campos

This e-book constitutes the refereed complaints of the ninth Brazilian Symposium on Bioinformatics, BSB 2014, held in Belo Horizonte, Brazil, in October 2014. The 18 revised complete papers provided have been rigorously reviewed and chosen from 32 submissions. The papers conceal all points of bioinformatics and computational biology.

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Additional resources for Advances in Bioinformatics and Computational Biology: 9th Brazilian Symposium on Bioinformatics, BSB 2014, Belo Horizonte, Brazil, October 28-30, 2014, Proceedings

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In this sense, the metagenomic analysis conducts studies from of material extracted directly from the environment has been developed in order to extract S. ): BSB 2014, LNBI 8826, pp. 25–32, 2014. c Springer International Publishing Switzerland 2014 26 L. Corrêa et al. knowledge from this interaction. The metagenomic sequence process poses challenges that could be handled by the utilization of Machine Learning (ML) techniques. In fact, ML has been applied succesfully in several genomics problems.

Finally, the variance of the codon usage did not show a higher degree of relevance as expected. Based on the rank of the most important features illustrated in Figure 2, we have built three other RF models as follows: RF5) does not take into account the GC content feature; RF4) does not use features related to the GC content and the GC content in the third position; and RF3) does not take into account the features GC content and GC content in first and third position. Finally, RFComp uses the complete set of features.

The analysis and management of PCM related data presents several challenges. One of the challenges is related to data acquisition during patient evaluation and diagnosis. The Center of Training and Reference on Infeccious-Parasitary Diseases from the Federal University of Minas Gerais (CTR-DIP-UFMG), coordinated by Dr. Enio Pietra, has developed a protocol for clinical analysis of PCM patients. This protocol includes a large number of clinical variables that are assessed in each medical examination, including x-ray and serology tests, which are also used in tracking the disease progression.

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