Polycystic liver: automatic segmentation using deep learning on CT is faster and as accurate compared to manual segmentation

Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets

T. Heimann, Bram van Ginneken, Martin Styner et al. · IEEE Transactions on Medical Imaging · 2009 · 1.1K citations

Computing, Radiology, Biomedical Imaging +16

Deep Learning with Convolutional Neural Network for Differentiation of Liver Masses at Dynamic Contrast-enhanced CT: A Preliminary Study

Koichiro Yasaka, Hiroyuki Akai, Osamu Abe et al. · Radiology · 2017 · 665 citations

Medicine, Oncology, Radiology +17

3D deeply supervised network for automated segmentation of volumetric medical images

Qi Dou, Lequan Yu, Hao Chen et al. · Medical Image Analysis · 2017 · 631 citations

Computing, Computer Science, Radiology +14

Randomized Clinical Trial of Long-Acting Somatostatin for Autosomal Dominant Polycystic Kidney and Liver Disease

Marie C. Hogan, Linda J. Page, Vickie Kubly et al. · Journal of the American Society of Nephrology · 2010 · 333 citations · Full text

Medicine, Endocrinology, Pharmacotherapy +17

Automatic 3D liver location and segmentation via convolutional neural network and graph cut

Lu Fang, Fa Wu, Peijun Hu et al. · International Journal of Computer Assisted Radiology and Surgery · 2016 · 286 citations

Medicine, Biomedical Engineering, Computer Science +17