Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces

8 March 2019

Papers citing "Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces"

50 / 153 papers shown

Title
IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration Valentin Boussot Cédric Hémon Jean-Claude Nunes Jason Downling Simon Rouzé Caroline Lafond Anaïs Barateau Jean-Louis Dillenseger 51 0 0 31 Mar 2025
MultiMorph: On-demand Atlas Construction S. M. Abulnaga Andrew Hoopes Neel Dey Malte Hoffmann Marianne Rakic B. Fischl John Guttag Adrian V. Dalca 36 0 0 31 Mar 2025
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration Xinxing Cheng Tianyang Zhang Wenqi Lu Qingjie Meng Alejandro F. Frangi Jinming Duan 3DPC 40 0 0 25 Mar 2025
NimbleReg: A light-weight deep-learning framework for diffeomorphic image registration Antoine Legouhy Ross Callaghan Nolah Mazet Vivien Julienne H. Azadbakht Hui Zhang MedIm 3DH 60 0 0 10 Mar 2025
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration Benjamin Billot Ramya Muthukrishnan Esra Abaci Turk Ellen Grant N. Ayache H. Delingette Polina Golland 3DPC 64 1 0 06 Mar 2025
Synthesizing Individualized Aging Brains in Health and Disease with Generative Models and Parallel Transport Jingru Fu Yuqi Zheng Neel Dey D. Ferreira R. Moreno MedIm 29 0 0 28 Feb 2025
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning Yuting He Boyu Wang Rongjun Ge Yang Chen Guanyu Yang Shuo Li MedIm AAML 67 2 0 07 Feb 2025
Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention Mingyuan Meng M. Fulham Lei Bi Jinman Kim OOD ViT MedIm 27 0 0 24 Dec 2024
ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study Liang Qiu Liyue Shen Lianli Liu Junyan Liu Yizheng Chen Lei Xing 33 1 0 25 Oct 2024
Improving Instance Optimization in Deformable Image Registration with Gradient Projection Y. Zhang Yidong Zhao Qian Tao 26 0 0 21 Oct 2024
Online learning in motion modeling for intra-interventional image sequences N. Gunnarsson Jens Sjölund Peter Kimstrand Thomas B. Schon 30 0 0 15 Oct 2024
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging Xiaoling Hu Karthik Gopinath Peirong Liu Malte Hoffmann Koen van Leemput O. Puonti J. Iglesias OOD UQCV 40 0 0 11 Oct 2024
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 45 4 0 04 Oct 2024
Dual-Attention Frequency Fusion at Multi-Scale for Joint Segmentation and Deformable Medical Image Registration Hongchao Zhou Shunbo Hu MedIm 28 0 0 29 Sep 2024
Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer Jue Jiang Chloe Min Seo Choi M. Thor Joseph O. Deasy H. Veeraraghavan 27 1 0 18 Sep 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation Feng Zhou Yanjie Zhou Longjie Wang Yun Peng David E. Carlson Liyun Tu 40 1 0 07 Aug 2024
WiNet: Wavelet-based Incremental Learning for Efficient Medical Image Registration Xinxing Cheng Xi Jia Wenqi Lu Qiufu Li Linlin Shen Alexander Krull Jinming Duan MedIm OOD 30 5 0 18 Jul 2024
NODER: Image Sequence Regression Based on Neural Ordinary Differential Equations Hao Bai Yi Hong 3DH MedIm 33 1 0 18 Jul 2024
TLRN: Temporal Latent Residual Networks For Large Deformation Image Registration Nian Wu Jiarui Xing Miaomiao Zhang MedIm 27 3 0 15 Jul 2024
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration Leonard Siegert Paul Fischer Mattias P. Heinrich Christian F. Baumgartner 56 1 0 15 Jul 2024
Vector Field Attention for Deformable Image Registration Yihao Liu Junyu Chen Lianrui Zuo A. Carass Jerry L. Prince 31 4 0 14 Jul 2024
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters H. Zhang Xiang Chen Renjiu Hu Dongdong Liu Gaolei Li Rongguang Wang 40 3 0 10 Jul 2024
POLAFFINI: Efficient feature-based polyaffine initialization for improved non-linear image registration Antoine Legouhy Ross Callaghan H. Azadbakht Hui Zhang 16 3 0 04 Jul 2024
Recurrent Inference Machine for Medical Image Registration Yi Zhang Yidong Zhao Hui Xue Peter Kellman Stefan Klein Qian Tao OOD 26 0 0 19 Jun 2024
A lightweight residual network for unsupervised deformable image registration Ahsan Raza Siyal A. E. Grams Markus Haltmeier ViT MedIm 26 0 0 14 Jun 2024
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration Mingyuan Meng Da-wei Feng Lei Bi Jinman Kim ViT MedIm 30 16 0 31 May 2024
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration Mingrui Ma Yu Yang LM&MA 34 2 0 29 May 2024
Learning Diffeomorphism for Image Registration with Time-Continuous Networks using Semigroup Regularization Mohammadjavad Matinkia Nilanjan Ray MedIm 54 0 0 29 May 2024
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration Alan Q. Wang Rachit Saluja Heejong Kim Xinzi He Adrian V. Dalca M. Sabuncu 31 3 0 22 May 2024
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration Y. Lei L. Matkovic J. Roper Tonghe Wang Jun Zhou B. Ghavidel Mark McDonald Pretesh Patel Xiaofeng Yang MedIm 37 0 0 04 May 2024
Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization Yifan Wu Mengjin Dong Rohit Jena Chen Qin James C. Gee MedIm 33 0 0 02 Apr 2024
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images Linchen Qian Jiasong Chen Linhai Ma Timur Urakov Weiyong Gu Liang Liang MedIm 38 0 0 30 Mar 2024
Brain-Shift: Unsupervised Pseudo-Healthy Brain Synthesis for Novel Biomarker Extraction in Chronic Subdural Hematoma Baris Imre Elina Thibeau-Sutre Jorieke Reimer Kuan Kho J. Wolterink 21 0 0 28 Mar 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 48 3 0 25 Mar 2024
ModeTv2: GPU-accelerated Motion Decomposition Transformer for Pairwise Optimization in Medical Image Registration Hai-qun Wang Zhuoyuan Wang Dong Ni Yi Wang ViT MedIm 34 5 0 25 Mar 2024
From Registration Uncertainty to Segmentation Uncertainty Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian A. Carass Yong Du UQCV 26 2 0 08 Mar 2024
Decoder-Only Image Registration Xi Jia Wenqi Lu Xinxing Cheng Jinming Duan MedIm 3DV 31 0 0 05 Feb 2024
Slicer Networks Hang Zhang Xiang Chen Rongguang Wang Renjiu Hu Dongdong Liu Gaolei Li MedIm 25 2 0 18 Jan 2024
Super-resolution multi-contrast unbiased eye atlases with deep probabilistic refinement Ho Hin Lee Adam M. Saunders Michael E. Kim Samuel W. Remedios Lucas W. Remedios ... Blake E Dewey J. Spraggins Jerry L. Prince Yuankai Huo Bennett A. Landman MedIm 35 1 0 05 Jan 2024
Bayesian Intrinsic Groupwise Image Registration: Unsupervised Disentanglement of Anatomy and Geometry Xinzhe Luo Xin Wang Linda Shapiro Chun Yuan Jianfeng Feng Xiahai Zhuang 26 0 0 04 Jan 2024
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 19 2 0 20 Dec 2023
Adaptive Correspondence Scoring for Unsupervised Medical Image Registration Xiaoran Zhang J. Stendahl Lawrence H. Staib Albert J Sinusas Alex Wong James S. Duncan OOD 31 2 0 01 Dec 2023
Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration Xiaoran Zhang Daniel H. Pak S. Ahn Xiaoxiao Li Chenyu You Lawrence H. Staib Albert J Sinusas Alex Wong James S. Duncan UQCV 27 3 0 01 Dec 2023
Full-resolution MLPs Empower Medical Dense Prediction Mingyuan Meng Yuxin Xue Da-wei Feng Lei Bi Jinman Kim MedIm 21 4 0 28 Nov 2023
Spatially Covariant Image Registration with Text Prompts Xiang Chen Min Liu Rongguang Wang Renjiu Hu Dongdong Liu Gaolei Li Hang Zhang MedIm 35 9 0 27 Nov 2023
Adaptive Image Registration: A Hybrid Approach Integrating Deep Learning and Optimization Functions for Enhanced Precision Gabriel De Araujo Shanlin Sun Xiaohui Xie 26 0 0 27 Nov 2023
SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation Lin Tian Zi Li Fengze Liu Xiaoyu Bai Jia Ge Le Lu Marc Niethammer X. Ye Ke Yan D. Jin 33 6 0 25 Nov 2023
Propagation and Attribution of Uncertainty in Medical Imaging Pipelines Leonhard F. Feiner M. Menten Kerstin Hammernik Paul Hager Wenqi Huang Rafael Azevedo R. Braren Georgios Kaissis MedIm 11 3 0 28 Sep 2023
RL-I2IT: Image-to-Image Translation with Deep Reinforcement Learning Xin Wang Ziwei Luo Jing Hu Chengmin Feng Shu Hu Bin Zhu Xi Wu Hongtu Zhu Xin Li Siwei Lyu OffRL VLM 34 1 0 24 Sep 2023
DeFormer: Integrating Transformers with Deformable Models for 3D Shape Abstraction from a Single Image Ding Liu Xiang Yu Meng Ye Qilong Zhangli Zhuowei Li Zhixing Zhang Dimitris N. Metaxas ViT 20 9 0 22 Sep 2023