Nixon Mendez

bioinformatics software protein identification research proteins image analysis microarray proteomics next generation sequencing drawbacks ngs errors limitations health informatics diagnosis patients medical diagnosis expert system medical zambia self-organizing maps clustering som mds k-means principal component analysis multidimensional scaling r programming clustering analysis hierarchical clustering visualisation pca disease pathway lyme information modeling structural bioinformatics comparitive modeling homology modeling bioperl programs modules perl seq-module bioinfromatics seqio-module programming titration curve sds page gel electrophoresis 2d-page 2d-dige melanie 2d gel computational biology systems biology cheminformatics interaction genemania network analyses nodes genes centiscape cytoscape centrality parameters plugins powermv ms data database searching market analysis tutorial mass spectrometry server online mascot similarity search drug design virtual screening molecular descriptor qsar turismo