TY  - BOOK
AU  - Deng, Jun
AU  - Xing, Lei
TI  - Big data in radiation oncology
T2  - Imaging in medical diagnosis and therapy
SN  - 9781138633438
U1  - 616-006 
PY  - 2019///
CY  - New York
PB  - CRC Press, Taylor & Francis Group
KW  - Cancer
KW  - Radiotherapy
KW  - Radiation Oncology
KW  - Data Mining
KW  - methods
KW  - Big data
KW  - Medical physics
N2  - Big Data in Radiation Oncology gives readers an in-depth look into how big data is having an impact on the clinical care of cancer patients. While basic principles and key analytical and processing techniques are introduced in the early chapters, the rest of the book turns to clinical applications, in particular for cancer registries, informatics, radiomics, radiogenomics, patient safety and quality of care, patient-reported outcomes, comparative effectiveness, treatment planning, and clinical decision-making. This book offers the first focused treatment of the role of big data in the clinic and its impact on radiation therapy and covers applications in cancer registry, radiomics, patient safety, quality of care, treatment planning, decision making, and other key areas.It discusses the fundamental principles and techniques for processing and analysis of big data and address the use of big data in cancer prevention, detection, prognosis, and management. It provides practical guidance on implementation for clinicians and other stakeholders
UR  - https://www.goodreads.com/book/show/34566693-big-data-in-radiation-oncology#CommunityReviews
ER  -