Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images

8 July 2021

Papers citing "Comparison of 2D vs. 3D U-Net Organ Segmentation in abdominal 3D CT images"

5 / 5 papers shown

Title
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 108 1,092 0 02 Nov 2020
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 154 765 0 27 Aug 2019
CU-Net: Coupled U-Nets Zhiqiang Tang Xi Peng Shijie Geng Yizhe Zhu Dimitris N. Metaxas 61 44 0 20 Aug 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 713 10,826 0 19 Feb 2017
Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional Neural Networks and 3D Conditional Random Fields P. Christ M. Elshaer Florian Ettlinger S. Tatavarty Marc Bickel ... Felix O. Hofmann M. D’Anastasi Wieland H. Sommer Seyed-Ahmad Ahmadi Bjoern Menze MedIm 74 633 0 07 Oct 2016