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Automatized Hepatic Tumor Volume Analysis of Neuroendocrine Liver Metastases by Gd-EOB MRI-A Deep-Learning Model to Support Multidisciplinary Cancer Conference Decision-Making.

Fehrenbach UliSiyi XinAlexander HartensteinTimo Alexander AuerFranziska DrägerKonrad FroböseHenning JannMartina T MoglHolger AmthauerDominik GeiselTimm DeneckeBertram WiedenmannTobias Penzkofer
Published in: Cancers (2021)
The model shows high accuracy in 3D-quantification of NELM and HTL in Gd-EOB-MRI. The model's measurements correlated well with MCC's evaluation of therapeutic response.
Keyphrases
  • deep learning
  • liver metastases
  • magnetic resonance imaging
  • decision making
  • contrast enhanced
  • squamous cell carcinoma
  • magnetic resonance
  • machine learning
  • young adults
  • artificial intelligence