Machine Learning With Radiation Oncology Big Data

• 1. autor: Lei Xing (auth)
• Kolejni autorzy: Issam El Naqa (auth), Jun Deng (auth)
• Format: Elektroniczne Rozdział
• Język: angielski
• Wydane: Frontiers Media SA 2019
• Seria: Frontiers Research Topics
• Hasła przedmiotowe: Medicine; deep learning; precision medicine; Radiation Oncology; big data; machine learning; artificial intelligence; personalized medicine
• Dostęp online: 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...