Liver tissue segmentation in multiphase CT scans using cascaded convolutional neural networks.
Fiche publication
Date publication
avril 2019
Journal
International journal of computer assisted radiology and surgery
Auteurs
Membres identifiés du Cancéropôle Est :
Pr PESSAUX Patrick, Pr HEITZ Fabrice, Dr NOBLET Vincent
Tous les auteurs :
Ouhmich F, Agnus V, Noblet V, Heitz F, Pessaux P
Lien Pubmed
Résumé
We address the automatic segmentation of healthy and cancerous liver tissues (parenchyma, active and necrotic parts of hepatocellular carcinoma (HCC) tumor) on multiphase CT images using a deep learning approach.
Mots clés
Fully convolutional networks (FCNs), Hepatocellular carcinoma, Liver tissues, Multiphase CT, Semantic segmentation
Référence
Int J Comput Assist Radiol Surg. 2019 Apr 30;: