Decision Sciences in Bioinformatics : Theory and Practice

Sumathi, S. (EDT)/ Rajappa, Suresh V. (EDT)/ Kumar, B. Vinoth (EDT)

CRC Press（2026/03発売）

• 製本 Hardcover:ハードカバー版／ページ数 200 p.
• 言語 ENG
• 商品コード 9781032535494

Full Description

Bioinformatics deals with computational and mathematical approaches for understanding and processing biological data. This book highlights the computational procedures and the applications evolving around the biological data including usage of decision sciences for a variety of applications namely, text mining, "OMIC" Sciences, systems biology, analyzing biological/medical images, computer aided diagnosis/treatment of diseases, decision sciences for public health with covid-19 data, biodiversity, smart wearables, personalized medicine, data deluge issues, and knowledge management.

Key Features:




Presents exclusive material on Decision Sciences in Bioinformatics



Highlights the computational procedures and applications evolving around biological data



Provides solution to problems in Bioinformatics with Decision Sciences



Addresses the research gaps in Bioinformatics



Includes case studies emphasizing societal needs

This book is aimed at researchers and graduate students in bioinformatics and data analytics.

Contents

1.Systems Biology 2. Analyzing Biological/Medical Images 3. Algorithm Development For Bioinformatics Related Applications 4. Computer Aided Diagnosis/Treatment Of Diseases 5. Personalized Medicine 6. Decision Sciences For Public Health With COVID-19 As A Case Study 7. "OMIC" Sciences 8. Biodiversity 9. Smart Wearables 10. Text Mining 11. Data Deluge Issues 12. Knowledge Management 13. Big Data For Bioinformatics 14. Decision Sciences For Patient Risk Identification 15. AI For Clinical Trials In Health Care Applications