The Impact of Artificial Intelligence CNN Based Denoising on FDG PET Radiomics

The Impact of Artificial Intelligence CNN Based Denoising on FDG PET Radiomics

BackgroundWith a constantly increasing number of diagnostic images performed each year, Artificial Intelligence (AI) denoising methods offer an opportunity to respond to the growing demand. However, it may affect information in the image in an unknown manner. This study quantifies the effect of AI-b...

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Bibliographic Details
Main Authors: Cyril Jaudet, Kathleen Weyts, Alexis Lechervy, Alain Batalla, Stéphane Bardet, Aurélien Corroyer-Dulmont
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-08-01
Series:Frontiers in Oncology
Subjects:
denoising
AI
PET
radiomics
medical imaging
convolutional neural network
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.692973/full

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