Pretreatment CT and 18 F-FDG PET-based radiomic model predicting pathological complete response and loco-regional control following neoadjuvant chemoradiation in oesophageal cancer.

Anupam RishiGeoffrey G ZhangZhigang YuanAustin J SimEthan Y SongEduardo G MorosMichal R TomaszewskiKujtim LatifiJose M PimientoJacques-Pierre FontaineRutika MehtaLouis B HarrisonSjmiroh E HoffeJessica M Frakes

Published in: Journal of medical imaging and radiation oncology (2020)

The composite CT/PET radiomics model was highly predictive of pCR following NACRT. Validation in larger data sets is warranted to determine whether the model can predict clinical outcomes.

Keyphrases

positron emission tomography
computed tomography
pet ct
contrast enhanced
rectal cancer
pet imaging
image quality
dual energy
big data
papillary thyroid
machine learning
electronic health record
lymph node metastasis
artificial intelligence