Big Data in Oncology: Impact, Challenges, and Risk Assessment
- 448 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Big Data in Oncology: Impact, Challenges, and Risk Assessment
About this book
We are in the era of large-scale science. In oncology there is a huge number of data sets grouping information on cancer genomes, transcriptomes, clinical data, and more. The challenge of big data in cancer is to integrate all this diversity of data collected into a unique platform that can be analyzed, leading to the generation of readable files. The possibility of harnessing information from all the accumulated data leads to an improvement in cancer patient treatment and outcome. Solving the big data problem in oncology has multiple facets. Big data in Oncology: Impact, Challenges, and Risk Assessment brings together insights from emerging sophisticated information and communication technologies such as artificial intelligence, data science, and big data analytics for cancer management.
This book focuses on targeted disease treatment using big data analytics. It provides information about targeted treatment in oncology, challenges and application of big data in cancer therapy.
- Recent developments in the fields of artificial intelligence, machine learning, medical imaging, personalized medicine, computing and data analytics for improved patient care.
- Description of the application of big data with AI to discover new targeting points for cancer treatment.
- Summary of several risk assessments in the field of oncology using big data.
- Focus on prediction of doses in oncology using big data
The most targeted or relevant audience is academics, research scholars, health care professionals, hospital management, pharmaceutical chemists, the biomedical industry, software engineers and IT professionals.
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Information
Table of contents
- Cover
- Half Title
- Series
- Title
- Copyright
- Dedication
- Contents
- Preface
- Acknowledgement
- List of Figures
- List of Tables
- List of Reviewers
- List of Contributors
- List of Abbreviations
- 1 Big Data Analysis – A New Revolution in Cancer Management
- 2 Implication of Big Data in Targeted Therapy of Cancer
- 3 Big Data and Precision Oncology in Healthcare
- 4 Big Data in Oncology: Extracting Knowledge from Machine Learning
- 5 Impact of Big Data on Cancer Care and Research
- 6 Big Data in Disease Diagnosis and Healthcare
- 7 Big Data as a Source of Innovation for Disease Diagnosis
- 8 Various Cancer Analysis Using Big Data Analysis Technology – An Advanced Approach
- 9 Dose Prediction in Oncology using Big Data
- 10 Big Data in Drug Discovery, Development, and Pharmaceutical Care
- 11 Targeted Drug Delivery in Cancer Tissue by Utilizing Big Data Analytics
- 12 Risk Assessment in the Field of Oncology using Big Data
- 13 Challenges for Big Data in Oncology
- Index
- About the Editors