Freely available convolutional neural network-based quantification of PET/CT lesions is associated with survival in patients with lung cancer.

Pablo BorrelliJosé Luis Loaiza GóngoraReza KabotehJohannes UlénOlof EnqvistElin TrägårdhLars Edenbrandt

Published in: EJNMMI physics (2022)

Fully automated CNN-based TLG measurements of PET/CT data showed were significantly associated with OS in patients with lung cancer. This type of measurement may be of value for the management of future patients with lung cancer. The CNN is publicly available for research purposes.

Keyphrases

pet ct
convolutional neural network
deep learning
positron emission tomography
machine learning
artificial intelligence
big data
current status
free survival