Quality assurance for automatically generated contours with additional deep learning.

Lars Johannes IsakssonPaul SummersAbhir BhaleraoSara GandiniSara RaimondiMatteo PepaMattia ZaffaroniGiulia CorraoGiovanni Carlo MazzolaMarco RotondiGiuliana Lo PrestiZaharudin HaronSara AlessiPaola PricoloFrancesco Alessandro MistrettaStefano LuzzagoFederica CattaniGennaro MusiOttavio De CobelliMarta CremonesiRoberto OrecchiaGiulia MarvasoGiuseppe PetraliaBarbara Alicja Jereczek-Fossa

Published in: Insights into imaging (2022)

We believe that the trained model can be used alongside automatic segmentation tools to ensure quality and thus allow intervention to prevent undesired segmentation behavior.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
randomized controlled trial
machine learning
resistance training
quality improvement
body composition