Delta radiomics analysis of Magnetic Resonance guided radiotherapy imaging data can enable treatment response prediction in pancreatic cancer.

M R TomaszewskiK LatifiE BoyerR F PalmI El NaqaE G MorosS E HoffeS A RosenbergJ M FrakesRobert James Gillies

Published in: Radiation oncology (London, England) (2021)

This study presents a proof-of-concept for the use of quantitative image analysis in MRgRT for treatment response prediction and providing an analysis pipeline that can be utilized in future MRgRT radiomic studies.

Keyphrases

magnetic resonance
high resolution
early stage
contrast enhanced
radiation therapy
electronic health record
big data
lymph node metastasis
machine learning
photodynamic therapy
case control