Biological Data Mining And Its Applications In Healthcare
Ng See-kiong,Li Xiaoli,Wang Jason T L
ISBN: 9789814551007
Vydavatelství: World Scientific
Rok vydání: 2013
Vazba: Hardback
Počet stran: 436
Dostupnost: Skladem
Původní cena: 4 250 Kč
Výstavní cena:
3 825 Kč(t.j. po slevě 10%)
(Cena je uvedena včetně 10% DPH)
Katalogová cena: 115 GBP
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Termín dodání na naši pobočku v Brně je přibližně 3-4 týdny.
Biologists are stepping up their efforts in understanding the biological processes that underlie disease pathways in the clinical contexts. This has resulted in a flood of biological and clinical data from genomic and protein sequences, DNA microarrays, protein interactions, biomedical images, to disease pathways and electronic health records. To exploit these data for discovering new knowledge that can be translated into clinical applications, there are fundamental data analysis difficulties that have to be overcome. Practical issues such as handling noisy and incomplete data, processing compute-intensive tasks, and integrating various data sources, are new challenges faced by biologists in the post-genome era. This book will cover the fundamentals of state-of-the-art data mining techniques which have been designed to handle such challenging data analysis problems, and demonstrate with real applications how biologists and clinical scientists can employ data mining to enable them to make meaningful observations and discoveries from a wide array of heterogeneous data from molecular biology to pharmaceutical and clinical domains.