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
One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs Jue Jiang Harini Veeraraghavan 17 18 0 26 Jan 2022
Mutual information neural estimation for unsupervised multi-modal registration of brain images G. Snaauw Michele Sasdelli Gabriel Maicas S. Lau Johan W. Verjans M. Jenkinson G. Carneiro 11 6 0 25 Jan 2022
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration Ziwei Luo Jing Hu Xin Wang Shu Hu Bin Kong Youbing Yin Qi Song Xi Wu Siwei Lyu MedIm 14 12 0 14 Dec 2021
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model Boah Kim Inhwa Han Jong Chul Ye MedIm DiffM 21 63 0 09 Dec 2021
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 V. Dalca M. Heinrich 40 182 0 08 Dec 2021
LDDMM meets GANs: Generative Adversarial Networks for diffeomorphic registration Ubaldo Ramon Monica Hernandez Elvira Mayordomo GAN 27 5 0 24 Nov 2021
Deformable image registration with deep network priors: a study on longitudinal PET images Constance Fourcade L. Ferrer Noémie Moreau Gianmarco Santini Aislinn Brennan ... M. Colombié P. Jézéquel Mario Campone M. Rubeaux Diana Mateus MedIm 13 4 0 22 Nov 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 33 302 0 19 Nov 2021
Uncertainty quantification in non-rigid image registration via stochastic gradient Markov chain Monte Carlo Daniel Grzech Mohammad Farid Azampour Huaqi Qiu Ben Glocker Bernhard Kainz Loic Le Folgoc MedIm 19 2 0 25 Oct 2021
Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling Balder Croquet Daan Christiaens S. Weinberg M. Bronstein Dirk Vandermeulen P. Claes MedIm 21 7 0 28 Sep 2021
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration A. Thorley Xi Jia H. Chang Boyang Liu K. Bunting ... A. de Marvao D. O’Regan Georgios Gkoutos D. Kotecha Jinming Duan MedIm 32 20 0 26 Sep 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion Jinxin Lv Zhiwei Wang Hongkuan Shi Haobo Zhang Sheng Wang Yilang Wang Qiang Li 34 39 0 25 Sep 2021
Joint Optical Neuroimaging Denoising with Semantic Tasks Tianfang Zhu Yue Guan A. Li 16 0 0 22 Sep 2021
NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach Samah Khawaled Moti Freiman UQCV 39 8 0 15 Aug 2021
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration Yifan Wu Tom Z. Jiahao Jiancong Wang Paul Yushkevich M. Hsieh J. Gee MedIm 42 29 0 07 Aug 2021
The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective Mathias Unberath Cong Gao Yicheng Hu Max Judish Russell H. Taylor Mehran Armand Robert Grupp 26 66 0 04 Aug 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 24 16 0 28 Jul 2021
A Deep Discontinuity-Preserving Image Registration Network Xiang Chen Nishant Ravikumar Yan Xia Alejandro F Frangi MedIm 26 21 0 09 Jul 2021
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 3DPC 22 1 0 11 Jun 2021
A low-rank representation for unsupervised registration of medical images Dengqiang Jia Shangqi Gao Qunlong Chen Xinzhe Luo Xiahai Zhuang 18 1 0 20 May 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey Mengwei Ren Adrian V. Dalca Guido Gerig GAN MedIm 17 34 0 07 May 2021
Recalibration of Aleatoric and Epistemic Regression Uncertainty in Medical Imaging M. Laves Sontje Ihler J. F. Fast L. Kahrs T. Ortmaier OOD UQCV BDL 32 29 0 26 Apr 2021
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI R. Upendra B. Wentz R. Simon Suzanne Shontz Cristian A. Linte MedIm 18 7 0 30 Mar 2021
Enhancing Medical Image Registration via Appearance Adjustment Networks Mingyuan Meng Lei Bi M. Fulham D. Feng Jinman Kim MedIm 26 18 0 09 Mar 2021
Multi-phase Deformable Registration for Time-dependent Abdominal Organ Variations Seyoun Park Elliot K. Fishman Alan Yuille 23 0 0 08 Mar 2021
ResNet-LDDMM: Advancing the LDDMM Framework using Deep Residual Networks Boulbaba Ben Amor Sylvain Arguillere Ling Shao 24 29 0 16 Feb 2021
Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks Sven Koehler T. Hussain Zach Blair T. Huffaker Florian Ritzmann ... S. Sarikouch H. Latus G. Greil I. Wolf Sandy Engelhardt 19 8 0 19 Jan 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 34 128 0 04 Jan 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks Matthew Sinclair A. Schuh K. Hahn K. Petersen Ying Bai James Batten M. Schaap Ben Glocker 22 29 0 18 Dec 2020
Learning unbiased group-wise registration (LUGR) and joint segmentation: evaluation on longitudinal diffusion MRI Bo-wen Li W. Niessen S. Klein M. Ikram Meike W. Vernooij Esther E. Bron 23 1 0 03 Nov 2020
Learning a Generative Motion Model from Image Sequences based on a Latent Motion Matrix Julian Krebs H. Delingette N. Ayache Tommaso Mansi MedIm 20 14 0 03 Nov 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 24 16 0 04 Oct 2020
Deep Group-wise Variational Diffeomorphic Image Registration Tycho F. A. van der Ouderaa Ivana Išgum W. Veldhuis B. D. de Vos 14 8 0 01 Oct 2020
Unsupervised Deep-Learning Based Deformable Image Registration: A Bayesian Framework Samah Khawaled Moti Freiman BDL 18 6 0 10 Aug 2020
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint Weijian Huang Hao Yang Xinfeng Liu Cheng Li Ian Zhang Rongpin Wang Hairong Zheng Shanshan Wang MedIm 16 1 0 05 Aug 2020
MvMM-RegNet: A new image registration framework based on multivariate mixture model and neural network estimation Xinzhe Luo Xiahai Zhuang 16 17 0 28 Jun 2020
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping Cher Bass Mariana da Silva Carole Sudre Petru-Daniel Tudosiu Stephen M. Smith E. C. Robinson FAtt 16 39 0 15 Jun 2020
Anatomical Predictions using Subject-Specific Medical Data Marianne Rakic John Guttag Adrian V. Dalca 3DH MedIm 20 1 0 29 May 2020
An Auto-Context Deformable Registration Network for Infant Brain MRI Dongming Wei Sahar Ahmad Yunzhi Huang Lei Ma Zhengwang Wu Gang Li Li Wang Qian Wang P. Yap D. Shen 38 3 0 19 May 2020
Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond Risheng Liu Zi Li Xin-Yue Fan Chenying Zhao Hao Huang Zhongxuan Luo 3DH 19 32 0 30 Apr 2020
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian V. Dalca MedIm 15 147 0 21 Apr 2020
Partial Volume Segmentation of Brain MRI Scans of any Resolution and Contrast Benjamin Billot Eleanor D. Robinson Adrian V. Dalca Juan Eugenio Iglesias 24 35 0 21 Apr 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian V. Dalca Bruce Fischl Lilla Zöllei 24 33 0 09 Apr 2020
Registration by tracking for sequential 2D MRI N. Gunnarsson Jens Sjölund Thomas B. Schon 14 3 0 24 Mar 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation Benjamin Billot Douglas N. Greve Koen van Leemput Bruce Fischl Juan Eugenio Iglesias Adrian V. Dalca 15 76 0 04 Mar 2020
Volumetric landmark detection with a multi-scale shift equivariant neural network Tianyu Ma Ajay Gupta M. Sabuncu 3DPC 29 16 0 03 Mar 2020
Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts Mahsa Paknezhad Sheng Yang Michael Loh Y. Choudhury V. Koh Timothy Tay Kwang Yong ... Weimiao Yu Y. Tan Yong Zhen Loy M. Tan H. Lee 13 1 0 28 Feb 2020
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural Networks Junyu Chen Ye Li Yong Du Eric C. Frey MedIm 16 0 0 06 Dec 2019
Atlas Based Segmentations via Semi-Supervised Diffeomorphic Registrations Charles Huang Masoud Badiei Hyunseok Seo M. Ma Xiaokun Liang D. Capaldi Michael Gensheimer Lei Xing 19 3 0 23 Nov 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation H. Lee M. Sabuncu Adrian V. Dalca 14 8 0 13 Aug 2019