Machine Learning With Radiation Oncology Big Data

• Main Author: Lei Xing (auth)
• Other Authors: Issam El Naqa (auth), Jun Deng (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: Frontiers Media SA 2019
• Series: Frontiers Research Topics
• Subjects: Medicine; deep learning; precision medicine; Radiation Oncology; big data; machine learning; artificial intelligence; personalized medicine
• Online Access: DOAB: download the publication; DOAB: description of the publication

Radiation oncology is uniquely positioned to harness the power of big data as vast amounts of data are generated at an unprecedented pace for individual patients in imaging studies and radiation treatments worldwide. The big data encountered in the radiotherapy clinic may include patient demographic...