Genomic Analysis Using Digital Signal Processing presents some of the recent advances and challenges in signal processing analysis of genomic sequences, showing how the use of signal processing tools can offer interpretation for the study of genomics and biological function. The book covers three major areas: the mapping problem, and noise in genomic signals; segmentation and signal processing tools; applications of genomic signal processing. Researchers and graduate students in signal processing, biomedical engineering and bioinformatics will find this book a very useful reference on how signal processing methods can be used for genomic analysis. Coverage of signals processing methods for genomic analysis with a list of existing softwareFull implementation of Signal Processing tools with biological interpretationCases examples of signal processing applications for genomic analysis INDICE: 1. Introduction 2. Bioinformatics and signal processing 3. DNA Research Through Perspective Change 4. Noise and genomic signals 5. Segmentation methods applied to genomic signals 6. Comparison among DNA signals: The search for appropriate metrics 7. Genomic signals and domain search 8. Studies in Genomic Signal Processing 9. Final remarks
- ISBN: 978-0-12-814387-2
- Editorial: Academic Press
- Encuadernacion: Rústica
- Páginas: 250
- Fecha Publicación: 01/06/2018
- Nº Volúmenes: 1
- Idioma: Inglés