Advanced analytics and artificial intelligence in gastrointestinal cancer: a systematic review of radiomics predicting response to treatment.

Nina J WesdorpTessa HellingmanElise P JansmaJan-Hein T M van WaesbergheRonald BoellaardCornelis J A PuntJoost HuiskensGeert Kazemier

Published in: European journal of nuclear medicine and molecular imaging (2020)

Radiomics is increasingly used to predict response to treatment in patients suffering from gastrointestinal cancer. This review demonstrates its great potential to help predict response to treatment and improve patient selection and early adjustment of treatment strategy in a non-invasive manner.

Keyphrases

artificial intelligence
big data
machine learning
magnetic resonance imaging
combination therapy
contrast enhanced
childhood cancer