LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation

16 March 2020

Papers citing "LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation"

26 / 26 papers shown

Title
DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images Chen Liu Danqi Liao Alejandro Parada-Mayorga Alejandro Ribeiro Marcello DiStasio Smita Krishnaswamy 72 5 0 04 Oct 2024
One-Shot Neural Architecture Search via Self-Evaluated Template Network Xuanyi Dong Yezhou Yang ViT 48 185 0 13 Oct 2019
A hybrid deep learning framework for integrated segmentation and registration: evaluation on longitudinal white matter tract changes Yue Liu W. Niessen S. Klein M. Groot M. Ikram Meike W. Vernooij Esther E. Bron 33 26 0 26 Aug 2019
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy Mohamed S. Elmahdy J. Wolterink Hessam Sokooti Ivana Išgum Marius Staring MedIm 50 27 0 28 Jun 2019
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence Hsueh-Ying Lai Yi-Hsuan Tsai Wei-Chen Chiu 48 80 0 22 May 2019
VoteNet: A Deep Learning Label Fusion Method for Multi-Atlas Segmentation Zhipeng Ding Xu Han Marc Niethammer 70 95 0 18 Apr 2019
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Zhenlin Xu Marc Niethammer SSeg 52 159 0 17 Apr 2019
Learning Correspondence from the Cycle-Consistency of Time Xinyu Wang Allan Jabri Alexei A. Efros SSL 72 490 0 18 Mar 2019
Fully Convolutional One-Shot Object Segmentation for Industrial Robotics Benjamin Schnieders Shan Luo Gregory Palmer K. Tuyls 47 14 0 02 Mar 2019
Data augmentation using learned transformations for one-shot medical image segmentation Amy Zhao Guha Balakrishnan F. Durand John Guttag Adrian Dalca OOD MedIm 56 398 0 25 Feb 2019
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 88 89 0 28 Nov 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 103 1,569 0 14 Sep 2018
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss Simon Meister Junhwa Hur Stefan Roth 3DPC 83 579 0 21 Nov 2017
Occlusion Aware Unsupervised Learning of Optical Flow Yang Wang Yezhou Yang Zhenheng Yang Liang Zhao Peng Wang Wei Xu SSL 61 310 0 16 Nov 2017
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images Heran Yang Jian Sun Huibin Li Lisheng Wang Zongben Xu 62 27 0 27 Sep 2017
One-Shot Visual Imitation Learning via Meta-Learning Chelsea Finn Tianhe Yu Tianhao Zhang Pieter Abbeel Sergey Levine SSL 117 561 0 14 Sep 2017
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 85 703 0 11 Sep 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 111 5,554 0 30 Mar 2017
One-Shot Imitation Learning Yan Duan Marcin Andrychowicz Bradly C. Stadie Jonathan Ho Jonas Schneider Ilya Sutskever Pieter Abbeel Wojciech Zaremba OffRL 77 685 0 21 Mar 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 311 19,612 0 21 Nov 2016
CNN-based Patch Matching for Optical Flow with Thresholded Hinge Embedding Loss C. Bailer Kiran Varanasi Didier Stricker 45 63 0 27 Jul 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 204 8,660 0 15 Jun 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 253 11,145 0 14 Mar 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.7K 76,917 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Multi-Atlas Segmentation of Biomedical Images: A Survey Juan Eugenio Iglesias M. Sabuncu 64 671 0 10 Dec 2014