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Ioannis Pitas (AUTH)
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This lecture overviews Genomic Signal Analysis that has many applications in Bioinformatics, Biology and Medicine. It covers the following topics in detail: DSP Algorithms for Genomic Sequences. Numerical representation of genomic sequences. DNA string analysis: Long range correlations in DNA, Identification of protein coding DNA regions, Signal Extraction for DNA microarray, Alignment methods, Phylogenetic analysis. Machine Learning in Genomic Signal Analysis. RNA string analysis. Protein string analysis. 3D Protein Folding.
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