Deep convolutional networks for pancreas segmentation in CT imaging

Deep convolutional networks for pancreas segmentation in CT imaging

15 April 2015

Ronald M. Summers

Papers citing "Deep convolutional networks for pancreas segmentation in CT imaging"

13 / 13 papers shown

Title
Comparative Evaluation of 3D and 2D Deep Learning Techniques for Semantic Segmentation in CT Scans Abhishek Shivdeo R. Lokwani V. Kulkarni A. Kharat Aniruddha Pant 35 13 0 19 Jan 2021
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 38 23 0 29 Oct 2020
Deep Learning for Detecting Building Defects Using Convolutional Neural Networks H. Perez J. Tah Amir H. Mosavi 23 194 0 06 Aug 2019
Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet Jun Li Xiaozhu Lin Hui Che Hao Li Xiaohua Qian SSeg 20 40 0 03 Mar 2019
Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks Yuankai Huo Zhoubing Xu Shunxing Bao Camilo Bermudez Hyeonsoo Moon ... T. Moyo M. Savona A. Assad R. Abramson Bennett A. Landman 37 46 0 09 Nov 2018
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks Hongwei Bran Li Kanru Lin M. Reichert Lina Xu R. Braren D. Fu R. Schmid Ji Li Bjoern H. Menze Kuangyu Shi MedIm 20 29 0 04 Jun 2018
Abdominal multi-organ segmentation with organ-attention networks and statistical fusion Yan Wang Yuyin Zhou Wei Shen Seyoun Park Elliot K. Fishman Alan Yuille 16 215 0 23 Apr 2018
Estimating Cosmological Parameters from the Dark Matter Distribution Siamak Ravanbakhsh Junier Oliva S. Fromenteau Layne Price S. Ho J. Schneider Barnabás Póczós 22 75 0 06 Nov 2017
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? Nima Tajbakhsh Jae Y. Shin S. Gurudu R. T. Hurst Christopher B. Kendall Michael B. Gotway Jianming Liang 77 2,498 0 02 Jun 2017
Automatic segmentation of MR brain images with a convolutional neural network P. Moeskops M. Viergever A. Mendrik L. D. Vries M. Benders Ivana Išgum 16 783 0 11 Apr 2017
Deep learning trends for focal brain pathology segmentation in MRI Mohammad Havaei N. Guizard Hugo Larochelle Pierre-Marc Jodoin OOD 22 83 0 18 Jul 2016
A Bottom-up Approach for Pancreas Segmentation using Cascaded Superpixels and (Deep) Image Patch Labeling A. Farag Le Lu H. Roth Jiamin Liu E. Turkbey Ronald M. Summers 31 152 0 22 May 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 270 7,640 0 03 Jul 2012