Double-Uncertainty Guided Spatial and Temporal Consistency
Regularization Weighting for Learning-based Abdominal Registration

Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration

6 July 2021

Sarah F. Frisken

Raymond Kai-Yu Tong

Papers citing "Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration"

19 / 19 papers shown

Title
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning Alessa Hering Lasse Hansen Tony C. W. Mok Albert C. S. Chung H. Siebert ... K. Murphy Nikolas Lessmann Bram van Ginneken Adrian Dalca M. Heinrich 71 186 0 08 Dec 2021
Conditional Deformable Image Registration with Convolutional Neural Network Tony C. W. Mok Albert C. S. Chung AI4CE 39 78 0 23 Jun 2021
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training Yicheng Wu Minfeng Xu Z. Ge Jianfei Cai Lei Zhang 49 211 0 04 Mar 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian Dalca 80 129 0 04 Jan 2021
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks Zhe Xu Jiangpeng Yan Jie Luo W. Wells Xiu Li J. Jagadeesan OffRL MedIm 39 5 0 12 Nov 2020
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration Zhe Xu Jie Luo Jiangpeng Yan Ritvik Pulya Xiu Li W. Wells J. Jagadeesan MedIm 45 60 0 06 Jul 2020
Biomechanics-informed Neural Networks for Myocardial Motion Tracking in MRI C. Qin Shuo Wang Chen Chen Huaqi Qiu Wenjia Bai Daniel Rueckert 45 31 0 08 Jun 2020
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker MedIm 33 14 0 16 Aug 2019
Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation Lequan Yu Shujun Wang Xuelong Li Chi-Wing Fu Pheng-Ann Heng UQCV 65 846 0 16 Jul 2019
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 67 678 0 17 Sep 2018
Adversarial Deformation Regularization for Training Image Registration Neural Networks Yipeng Hu Eli Gibson N. Ghavami E. Bonmati C. Moore M. Emberton Tom Vercauteren J. A. Noble D. Barratt MedIm GAN 49 72 0 27 May 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 70 382 0 11 May 2018
Understanding Measures of Uncertainty for Adversarial Example Detection Lewis Smith Y. Gal UQCV 86 362 0 22 Mar 2018
On the Applicability of Registration Uncertainty Jie Luo A. Sedghi K. Popuri Dana Cobzas Miaomiao Zhang ... Matthew Toews A. Golby Masashi Sugiyama W. Wells Sarah F. Frisken EDL UQCV 36 26 0 14 Mar 2018
An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca 75 628 0 07 Feb 2018
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 326 4,700 0 15 Mar 2017
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 295 1,161 0 24 Oct 2016
HyperNetworks David R Ha Andrew M. Dai Quoc V. Le 123 1,622 0 27 Sep 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 292 7,379 0 05 Jun 2015