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BIOLOGICAL DATA MINING & ITS APPLICATIONS IN HEALTHCARE: 8 (SCIENCE, ENGINEERING, AND BIOLOGY INFORMATICS) - Tapa dura

XIAOLI LI, SEE-KIONG NG & JASON T L WANG

 
9789814551007: BIOLOGICAL DATA MINING & ITS APPLICATIONS IN HEALTHCARE: 8 (SCIENCE, ENGINEERING, AND BIOLOGY INFORMATICS)
Tapa dura
ISBN 10: 9814551007 ISBN 13: 9789814551007
Editorial: World Scientific, 2013

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
World Scientific
Año de publicación
2013
Idioma
Inglés
ISBN 10 
9814551007
ISBN 13 
9789814551007
Encuadernación
Tapa dura
Número de páginas
438
Editor
WANG JASON T L, Ng See-Kiong, Li Xiaoli
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

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