Pancreas segmentation with probabilistic map guided bi-directional
recurrent UNet

Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet

3 March 2019

Papers citing "Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet"

19 / 19 papers shown

Title
Generalizable Pancreas Segmentation via a Dual Self-Supervised Learning Framework Jun Li Hongzhang Zhu Tao Chen Xiaohua Qian 83 4 0 12 May 2025
Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation M. Oda N. Shimizu Kenichi Karasawa Y. Nimura T. Kitasaka K. Misawa M. Fujiwara Daniel Rueckert K. Mori 24 45 0 07 May 2020
Globally Guided Progressive Fusion Network for 3D Pancreas Segmentation Chaowei Fang Guanbin Li Changzai Pan Yiming Li Yizhou Yu MedIm 28 38 0 23 Nov 2019
PAN: Projective Adversarial Network for Medical Image Segmentation Naji Khosravan Aliasghar Mortazi Michael B. Wallace Ulas Bagci SSeg GAN MedIm 30 31 0 11 Jun 2019
A large annotated medical image dataset for the development and evaluation of segmentation algorithms Amber L. Simpson Michela Antonelli Spyridon Bakas Michel Bilello Keyvan Farahani ... M. McHugo S. Napel Eugene Vorontsov Lena Maier-Hein M. Jorge Cardoso 106 858 0 25 Feb 2019
Recurrently Exploring Class-wise Attention in A Hybrid Convolutional and Bidirectional LSTM Network for Multi-label Aerial Image Classification Yuansheng Hua Lichao Mou Xiaoxiang Zhu 90 146 0 30 Jul 2018
Attention U-Net: Learning Where to Look for the Pancreas Ozan Oktay Jo Schlemper Loic Le Folgoc M. J. Lee M. Heinrich ... Jingyu Sun Nils Y. Hammerla Bernhard Kainz Ben Glocker Daniel Rueckert SSeg 145 5,018 0 11 Apr 2018
An application of cascaded 3D fully convolutional networks for medical image segmentation H. Roth H. Oda Xiangrong Zhou N. Shimizu Ying Yang Y. Hayashi M. Oda M. Fujiwara K. Misawa K. Mori 37 275 0 14 Mar 2018
Deep LOGISMOS: Deep Learning Graph-based 3D Segmentation of Pancreatic Tumors on CT scans Zhihui Guo Ling Zhang Le Lu M. Bagheri Ronald M. Summers Milan Sonka Jianhua Yao 56 49 0 25 Jan 2018
A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation Zhuotun Zhu Yingda Xia Wei-Che Shen Elliot K. Fishman Alan Yuille 59 134 0 01 Dec 2017
3D Anisotropic Hybrid Network: Transferring Convolutional Features from 2D Images to 3D Anisotropic Volumes Siqi Liu Daguang Xu S. Kevin Zhou T. Mertelmeier Julia Wicklein A. Jerebko Sasa Grbic Olivier Pauly Weidong (Tom) Cai Dorin Comaniciu MedIm 48 146 0 23 Nov 2017
Improving Deep Pancreas Segmentation in CT and MRI Images via Recurrent Neural Contextual Learning and Direct Loss Function Jinzheng Cai Le Lu Yuanpu Xie Fuyong Xing Ling Yang MedIm SSeg 58 132 0 16 Jul 2017
Spatial Aggregation of Holistically-Nested Convolutional Neural Networks for Automated Pancreas Localization and Segmentation H. Roth Le Lu Nathan S. Lay Adam P. Harrison A. Farag Andrew Sohn Ronald M. Summers 61 286 0 31 Jan 2017
The Importance of Skip Connections in Biomedical Image Segmentation M. Drozdzal Eugene Vorontsov Gabriel Chartrand Samuel Kadoury C. Pal MedIm 74 1,045 0 14 Aug 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 525 37,806 0 20 May 2016
DeepOrgan: Multi-level Deep Convolutional Networks for Automated Pancreas Segmentation H. Roth Le Lu A. Farag Hoo-Chang Shin Jiamin Liu E. Turkbey Ronald M. Summers SSeg MedIm 65 742 0 22 Jun 2015
Deep Learning for Medical Image Segmentation Matthew Lai MedIm SSeg 50 99 0 08 May 2015
Deep convolutional networks for pancreas segmentation in CT imaging H. Roth A. Farag Le Lu E. Turkbey Ronald M. Summers MedIm SSeg 51 179 0 15 Apr 2015
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.3K 100,213 0 04 Sep 2014