External validation of a convolutional neural network for the automatic segmentation of intraprostatic tumor lesions on 68Ga-PSMA PET images

External validation of a convolutional neural network for the automatic segmentation of intraprostatic tumor lesions on 68Ga-PSMA PET images

IntroductionState of the art artificial intelligence (AI) models have the potential to become a “one-stop shop” to improve diagnosis and prognosis in several oncological settings. The external validation of AI models on independent cohorts is essential to evaluate their generalization ability, hence...

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Bibliographic Details
Main Authors: Samuele Ghezzo, Sofia Mongardi, Carolina Bezzi, Ana Maria Samanes Gajate, Erik Preza, Irene Gotuzzo, Francesco Baldassi, Lorenzo Jonghi-Lavarini, Ilaria Neri, Tommaso Russo, Giorgio Brembilla, Francesco De Cobelli, Paola Scifo, Paola Mapelli, Maria Picchio
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Medicine
Subjects:
PSMA
convolutional neural network
segmentation
prostate cancer
external validation
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2023.1133269/full

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https://www.frontiersin.org/articles/10.3389/fmed.2023.1133269/full

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