Genomic Signal Processing:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Princeton, N.J.
Princeton University Press
[2007]
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| Schriftenreihe: | Princeton Series in Applied Mathematics
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| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Genomic signal processing (GSP) can be defined as the analysis, processing, and use of genomic signals to gain biological knowledge, and the translation of that knowledge into systems-based applications that can be used to diagnose and treat genetic diseases. Situated at the crossroads of engineering, biology, mathematics, statistics, and computer science, GSP requires the development of both nonlinear dynamical models that adequately represent genomic regulation, and diagnostic and therapeutic tools based on these models. This book facilitates these developments by providing rigorous mathematical definitions and propositions for the main elements of GSP and by paying attention to the validity of models relative to the data. Ilya Shmulevich and Edward Dougherty cover real-world situations and explain their mathematical modeling in relation to systems biology and systems medicine. Genomic Signal Processing makes a major contribution to computational biology, systems biology, and translational genomics by providing a self-contained explanation of the fundamental mathematical issues facing researchers in four areas: classification, clustering, network modeling, and network intervention |
| Beschreibung: | 1 Online-Ressource (312p.) |
| ISBN: | 9781400865260 |
| DOI: | 10.1515/9781400865260 |
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| dewey-ones | 572 - Biochemistry |
| dewey-raw | 572.865 |
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| dewey-sort | 3572.865 |
| dewey-tens | 570 - Biology |
| discipline | Biologie |
| doi_str_mv | 10.1515/9781400865260 |
| format | Electronic eBook |
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| spelling | Shmulevich, Ilya Verfasser aut Genomic Signal Processing Ilya Shmulevich, Edward R. Dougherty Princeton, N.J. Princeton University Press [2007] 1 Online-Ressource (312p.) txt rdacontent c rdamedia cr rdacarrier Princeton Series in Applied Mathematics Genomic signal processing (GSP) can be defined as the analysis, processing, and use of genomic signals to gain biological knowledge, and the translation of that knowledge into systems-based applications that can be used to diagnose and treat genetic diseases. Situated at the crossroads of engineering, biology, mathematics, statistics, and computer science, GSP requires the development of both nonlinear dynamical models that adequately represent genomic regulation, and diagnostic and therapeutic tools based on these models. This book facilitates these developments by providing rigorous mathematical definitions and propositions for the main elements of GSP and by paying attention to the validity of models relative to the data. Ilya Shmulevich and Edward Dougherty cover real-world situations and explain their mathematical modeling in relation to systems biology and systems medicine. Genomic Signal Processing makes a major contribution to computational biology, systems biology, and translational genomics by providing a self-contained explanation of the fundamental mathematical issues facing researchers in four areas: classification, clustering, network modeling, and network intervention In English Biowissenschaften, Biologie Cellular signal transduction Gene regulatory networks Genetic regulation Genomics / Mathematical models SCIENCE / Life Sciences / Biochemistry bisacsh Mathematisches Modell Signalverarbeitung (DE-588)4054947-1 gnd rswk-swf Signaltransduktion (DE-588)4318717-1 gnd rswk-swf Bioinformatik (DE-588)4611085-9 gnd rswk-swf Genom (DE-588)4156640-3 gnd rswk-swf Genom (DE-588)4156640-3 s Signaltransduktion (DE-588)4318717-1 s Bioinformatik (DE-588)4611085-9 s 1\p DE-604 Signalverarbeitung (DE-588)4054947-1 s 2\p DE-604 Dougherty, Edward R. Sonstige oth https://doi.org/10.1515/9781400865260 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Shmulevich, Ilya Genomic Signal Processing Biowissenschaften, Biologie Cellular signal transduction Gene regulatory networks Genetic regulation Genomics / Mathematical models SCIENCE / Life Sciences / Biochemistry bisacsh Mathematisches Modell Signalverarbeitung (DE-588)4054947-1 gnd Signaltransduktion (DE-588)4318717-1 gnd Bioinformatik (DE-588)4611085-9 gnd Genom (DE-588)4156640-3 gnd |
| subject_GND | (DE-588)4054947-1 (DE-588)4318717-1 (DE-588)4611085-9 (DE-588)4156640-3 |
| title | Genomic Signal Processing |
| title_auth | Genomic Signal Processing |
| title_exact_search | Genomic Signal Processing |
| title_full | Genomic Signal Processing Ilya Shmulevich, Edward R. Dougherty |
| title_fullStr | Genomic Signal Processing Ilya Shmulevich, Edward R. Dougherty |
| title_full_unstemmed | Genomic Signal Processing Ilya Shmulevich, Edward R. Dougherty |
| title_short | Genomic Signal Processing |
| title_sort | genomic signal processing |
| topic | Biowissenschaften, Biologie Cellular signal transduction Gene regulatory networks Genetic regulation Genomics / Mathematical models SCIENCE / Life Sciences / Biochemistry bisacsh Mathematisches Modell Signalverarbeitung (DE-588)4054947-1 gnd Signaltransduktion (DE-588)4318717-1 gnd Bioinformatik (DE-588)4611085-9 gnd Genom (DE-588)4156640-3 gnd |
| topic_facet | Biowissenschaften, Biologie Cellular signal transduction Gene regulatory networks Genetic regulation Genomics / Mathematical models SCIENCE / Life Sciences / Biochemistry Mathematisches Modell Signalverarbeitung Signaltransduktion Bioinformatik Genom |
| url | https://doi.org/10.1515/9781400865260 |
| work_keys_str_mv | AT shmulevichilya genomicsignalprocessing AT doughertyedwardr genomicsignalprocessing |