Machine Learning With Radiation Oncology Big Data

• Hoofdauteur: Lei Xing (auth)
• Andere auteurs: Issam El Naqa (auth), Jun Deng (auth)
• Formaat: Elektronisch Hoofdstuk
• Taal: Engels
• Gepubliceerd in: Frontiers Media SA 2019
• Reeks: Frontiers Research Topics
• Onderwerpen: Medicine; deep learning; precision medicine; Radiation Oncology; big data; machine learning; artificial intelligence; personalized medicine
• Online toegang: 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...