Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration

11 May 2018

Papers citing "Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration"

50 / 53 papers shown

Title
Temporal Evolution of Knee Osteoarthritis: A Diffusion-based Morphing Model for X-ray Medical Image Synthesis Ben Cao Tiantian He Rachid Jennane Yuhua Ru Qiang Zhang Mohamed Jarraya MedIm 32 1 0 01 Aug 2024
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration Leonard Siegert Paul Fischer Mattias P. Heinrich Christian F. Baumgartner 54 1 0 15 Jul 2024
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization Mohammadjavad Matinkia Nilanjan Ray MedIm 49 0 0 29 May 2024
CARL: A Framework for Equivariant Image Registration Hastings Greer Lin Tian François-Xavier Vialard Roland Kwitt R. Estépar Marc Niethammer 3DPC MedIm 35 0 0 27 May 2024
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks Jiong Wu Shuang Zhou Li Lin Xin Eric Wang Wenxue Tan MedIm 30 1 0 05 Apr 2024
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches Henrik Skibbe Michal Byra A. Watakabe Tetsuo Yamamori M. Reisert MedIm 3DV 3DPC 20 0 0 12 Dec 2023
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image Registration Yang Liu Shi Gu MedIm 36 4 0 17 Oct 2023
On-the-Fly Guidance Training for Medical Image Registration Yuelin Xin Yicheng Chen Shengxiang Ji Kun Han Xiaohui Xie OOD 27 1 0 29 Aug 2023
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction Zhangxing Bian Shuwen Wei Yihao Liu Junyu Chen J. Zhuo Fangxu Xing Jonghye Woo A. Carass Jerry L. Prince MedIm 16 2 0 05 Aug 2023
Fourier-Net+: Leveraging Band-Limited Representation for Efficient 3D Medical Image Registration Xinlei Jia A. Thorley A. Gómez Wenqi Lu D. Kotecha Jinming Duan 23 5 0 06 Jul 2023
Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction Tung Le Khai Nguyen Shanlin Sun Kun Han Nhat Ho Xiaohui Xie 27 5 0 27 May 2023
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration Joel Honkamaa P. Marttinen MedIm 24 2 0 17 Mar 2023
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods Astrid Berg E. Vandersmissen M. Wimmer David Major Theresa Neubauer Dimitrios Lenis J. Cant A. Snoeckx Katja Bühler 23 2 0 23 Jan 2023
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 10 4 0 24 Nov 2022
Diffusion Models for Medical Image Analysis: A Comprehensive Survey A. Kazerouni Ehsan Khodapanah Aghdam Moein Heidari Reza Azad Mohsen Fayyaz I. Hacihaliloglu Dorit Merhof DiffM MedIm 37 354 0 14 Nov 2022
Learning shape distributions from large databases of healthy organs: applications to zero-shot and few-shot abnormal pancreas detection Rebeca Vétil Clément Abi-Nader Alexandre Bône M. Vullierme Marc-Michel Rohé Pietro Gori Isabelle Bloch 21 2 0 21 Oct 2022
Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field A. Sheikhjafari Deepa Krishnaswamy M. Noga Nilanjan Ray K. Punithakumar MedIm 26 4 0 28 Aug 2022
Medical image registration using unsupervised deep neural network: A scoping literature review S. Abbasi M. Tavakoli H. R. Boveiri M. A. M. Shirazi R. Khayami Hedieh Khorasani R. Javidan Alireza Mehdizadeh 28 35 0 03 Aug 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 20 21 0 25 Feb 2022
Multi-modal unsupervised brain image registration using edge maps Vasiliki Sideri-Lampretsa Georgios Kaissis Daniel Rueckert MedIm 28 7 0 09 Feb 2022
Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential Soumyadeep Pal Matthew Tennant Nilanjan Ray MedIm 21 2 0 01 Feb 2022
A training-free recursive multiresolution framework for diffeomorphic deformable image registration A. Sheikhjafari M. Noga K. Punithakumar Nilanjan Ray MedIm 10 3 0 01 Feb 2022
Hybrid Atlas Building with Deep Registration Priors Nian Wu Jian Wang Miaomiao Zhang Guixu Zhang Yaxin Peng Chaomin Shen 16 3 0 13 Dec 2021
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 19 63 0 09 Dec 2021
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor Riddhish Bhalodia Shireen Elhabian L. Kavan Ross T. Whitaker 25 5 0 13 Nov 2021
NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach Samah Khawaled Moti Freiman UQCV 26 8 0 15 Aug 2021
Synth-by-Reg (SbR): Contrastive learning for synthesis-based registration of paired images Adrià Casamitjana M. Mancini Juan Eugenio Iglesias MedIm 16 14 0 30 Jul 2021
TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee Topology Preservation in Segmentations M. K. Wyburd Nicola K. Dinsdale Ana I. L. Namburete M. Jenkinson MedIm 11 16 0 28 Jul 2021
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration Zhe Xu Jie Luo Donghuan Lu Jiangpeng Yan Sarah F. Frisken J. Jagadeesan W. Wells Xiu Li Yefeng Zheng R. Tong 27 16 0 06 Jul 2021
DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration Ankita Joshi Yi Hong 15 0 0 24 May 2021
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas Adria Casamitjanaa Marco Lorenzi Sebastiano Ferraris Locht Peter Marc Modat A. Stevens Bruce Fischld Tom Vercauterenc Juan Eugenio Iglesias 17 16 0 30 Apr 2021
Semantic similarity metrics for learned image registration Steffen Czolbe Oswin Krause Aasa Feragen 23 14 0 20 Apr 2021
Test-Time Training for Deformable Multi-Scale Image Registration Wentao Zhu Yufang Huang Daguang Xu Zhen Qian Wei Fan Xiaohui Xie 19 24 0 25 Mar 2021
DeepTag: An Unsupervised Deep Learning Method for Motion Tracking on Cardiac Tagging Magnetic Resonance Images Meng Ye Mikael Kanski D. Yang Qi Chang Zhennan Yan Qiaoying Huang L. Axel Dimitris N. Metaxas MedIm 30 40 0 04 Mar 2021
CNN-based Lung CT Registration with Multiple Anatomical Constraints Alessa Hering Stephanie Häger J. Moltz Nikolas Lessmann Stefan Heldmann Bram van Ginneken 16 62 0 29 Nov 2020
Registration of serial sections: An evaluation method based on distortions of the ground truths Oleg Lobachev Takuya Funatomi Alexander Pfaffenroth R. Förster Lars Knudsen ... T. Salaets J. Toelen Simone Gaffling C. Mühlfeld R. Grothausmann 11 2 0 22 Nov 2020
Deep learning based registration using spatial gradients and noisy segmentation labels Théo Estienne Maria Vakalopoulou Enzo Battistella Alexandre Carré T. Henry Marvin Lerousseau C. Robert Nikos Paragios Therapanacea 23 15 0 21 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 8 16 0 04 Oct 2020
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration Boah Kim Dong Hwan Kim S. Park Jieun Kim June-Goo Lee J. C. Ye MedIm 20 204 0 13 Aug 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian V. Dalca Bruce Fischl Lilla Zöllei 13 33 0 09 Apr 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 202 0 20 Mar 2020
Deform-GAN:An Unsupervised Learning Model for Deformable Registration Xiaoyue Zhang Weijian Jian Yu Chen Shihting Yang MedIm 9 15 0 26 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 13 80 0 20 Jan 2020
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert J. Schnabel OOD MedIm AI4CE 20 50 0 23 Sep 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 13 78 0 10 Jul 2019
Region-specific Diffeomorphic Metric Mapping Zhengyang Shen Franccois-Xavier Vialard Marc Niethammer 11 47 0 01 Jun 2019
Unsupervised Deep Learning for Bayesian Brain MRI Segmentation Adrian V. Dalca Evan M. Yu Polina Golland Bruce Fischl M. Sabuncu Juan Eugenio Iglesias OOD 13 65 0 25 Apr 2019
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations C. Qin Bibo Shi Rui Liao Tommaso Mansi Daniel Rueckert A. Kamen MedIm 23 125 0 22 Mar 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 16 108 0 21 Mar 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 13 362 0 08 Mar 2019