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cs.CV2018
Comparison of U-net-based Convolutional Neural Networks for Liver Segmentation in CT
Hans Meine, Grzegorz Chlebus, Mohsen Ghafoorian +2
Various approaches for liver segmentation in CT have been proposed: Besides statistical shape models, which played a major role in this research area, novel approaches on the basis…
cs.CV2017★ 59 cited
Neural Network-Based Automatic Liver Tumor Segmentation With Random Forest-Based Candidate Filtering
Grzegorz Chlebus, Hans Meine, Jan Hendrik Moltz +1
We present a fully automatic method employing convolutional neural networks based on the 2D U-net architecture and random forest classifier to solve the automatic liver lesion segm…