Biological Data Mining and Its Applications in Healthcare - Science, Engineering, and Biology Informatics - Jason T L Wang - Livros - World Scientific Publishing Co Pte Ltd - 9789814551007 - 23 de janeiro de 2014
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Jason T L Wang
Biological Data Mining and Its Applications in Healthcare - Science, Engineering, and Biology Informatics 1º edição

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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.

Readership: Students, professionals, those who perform biological, medical and bioinformatics research.

436 pages

Mídia Livros     Hardcover Book   (Livro com lombada e capa dura)
Lançado 23 de janeiro de 2014
ISBN13 9789814551007
Editoras World Scientific Publishing Co Pte Ltd
Páginas 436
Dimensões 150 × 220 × 20 mm   ·   752 g
Idioma Inglês  
Editor Li, Xiaoli (A*STAR, Singapore & NTU, Singapore)
Editor Ng, See-Kiong (A*STAR, Singapore)
Editor Wang, Jason T L (New Jersey Institute of Technology , USA)

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