Dynamic Volume Assessment of Hepatocellular Carcinoma in Rat Livers Using a Clinical 3T MRI and Novel Segmentation.

Lorenzo A OrciGraziano OldaniStephanie LacotteFlorence SlitsIris FriedliWolfgang WirthChristian TosoJean-Paul ValléeLindsey Alexandra Crowe

Published in: Journal of investigative surgery : the official journal of the Academy of Surgical Research (2017)

We have developed a novel, noninvasive contrast imaging protocol which enables semi-automatic 3D volume quantification to analyze nonspherical tumor nodules and to follow up the growth of tumor nodules over time.

Keyphrases

deep learning
contrast enhanced
magnetic resonance imaging
magnetic resonance
high resolution
randomized controlled trial
machine learning
computed tomography
photodynamic therapy
fluorescence imaging