Non-invasive measurement of PD-L1 status and prediction of immunotherapy response using deep learning of PET/CT images.

Wei Mu Lei JiangYu ShiIlke TunaliJhanelle E GrayEvangelia KatsoulakisJie TianRobert J GilliesMatthew B Schabath

Published in: Journal for immunotherapy of cancer (2022)

Hence, we propose DLS as a surrogate or substitute for IHC-determined PD-L1 measurement to guide individual pretherapy decisions pending in larger prospective trials.

Keyphrases

pet ct
deep learning
convolutional neural network
positron emission tomography
artificial intelligence
machine learning
optical coherence tomography