Detecting localised prostate cancer using radiomic features in PSMA PET and multiparametric MRI for biologically targeted radiation therapy.

Tsz Him ChanAnnette HaworthAlan WangMahyar OsanlouyScott WilliamsCatherine MitchellMichael S HofmanRodney J HicksDeclan G MurphyHayley M Reynolds

Published in: EJNMMI research (2023)

Machine learning classifiers using radiomic features from PSMA PET and mpMRI show promise for predicting IPLs and differentiating between high-grade and low-grade disease, which could be used to inform biologically targeted radiation therapy planning.

Keyphrases

pet ct
low grade
high grade
radiation therapy
pet imaging
prostate cancer
machine learning
contrast enhanced
positron emission tomography
cancer therapy
computed tomography
radical prostatectomy
radiation induced
big data
magnetic resonance imaging
locally advanced
artificial intelligence
deep learning