Learning a Probabilistic Model for Diffeomorphic Registration

18 December 2018

Papers citing "Learning a Probabilistic Model for Diffeomorphic Registration"

37 / 37 papers shown

Title
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
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration Leonard Siegert Paul Fischer Mattias P. Heinrich Christian F. Baumgartner 56 1 0 15 Jul 2024
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 19 2 0 20 Dec 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 42 36 0 28 Jul 2023
Unsupervised Segmentation of Fetal Brain MRI using Deep Learning Cascaded Registration Valentin Comte Mireia Alenyá A. Urru Judith Recober A. Nakaki ... E. Eixarch F. Crispi Gemma Piella M. Ceresa M. A. G. Ballester 24 0 0 07 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
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images Xiang Chen Yan Xia Nishant Ravikumar Alejandro F Frangi 18 4 0 24 Nov 2022
Automatic classification of deformable shapes Hossein Dabirian Radmir Sultamuratov James Herring Carlos El Tallawi W. Zoghbi Andreas Mang R. Azencott 27 1 0 04 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 29 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
CorticalFlow: A Diffeomorphic Mesh Deformation Module for Cortical Surface Reconstruction Leo Lebrat Rodrigo Santa Cruz Frédéric de Gournay Darren Fu Pierrick Bourgeat Jurgen Fripp Clinton Fookes Olivier Salvado 3DH 25 5 0 06 Jun 2022
Generative Aging of Brain Images with Diffeomorphic Registration Jingru Fu A. Tzortzakakis J. Barroso E. Westman D. Ferreira R. Moreno MedIm 32 8 0 31 May 2022
Learning the Effect of Registration Hyperparameters with HyperMorph Andrew Hoopes Malte Hoffmann Douglas N. Greve Bruce Fischl John Guttag Adrian V. Dalca 28 38 0 30 Mar 2022
A training-free recursive multiresolution framework for diffeomorphic deformable image registration A. Sheikhjafari M. Noga K. Punithakumar Nilanjan Ray MedIm 16 3 0 01 Feb 2022
IGCN: Image-to-graph Convolutional Network for 2D/3D Deformable Registration M. Nakao M. Nakamura T. Matsuda 3DH MedIm 14 17 0 31 Oct 2021
DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration Ankita Joshi Yi Hong 17 0 0 24 May 2021
Attention for Image Registration (AiR): an unsupervised Transformer approach Zihao W. Wang H. Delingette ViT MedIm 25 7 0 05 May 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 33 40 0 04 Mar 2021
HyperMorph: Amortized Hyperparameter Learning for Image Registration Andrew Hoopes Malte Hoffmann Bruce Fischl John Guttag Adrian V. Dalca 32 128 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 19 29 0 18 Dec 2020
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
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 29 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 18 16 0 04 Oct 2020
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-Modal Image Alignment of Large-scale Pathological CT Scans Fengze Liu Jinzheng Cai Yuankai Huo Chi-Tung Cheng Ashwin Raju ... Jing Xiao Alan Yuille Le Lu Chien-Hung Liao Adam P. Harrison 3DV 29 21 0 25 May 2020
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning Maureen van Eijnatten L. Rundo K. Batenburg F. Lucka E. Beddowes C. Caldas F. Gallagher Evis Sala Carola-Bibiane Schönlieb Ramona Woitek 31 14 0 15 May 2020
Fast GPU 3D Diffeomorphic Image Registration Malte Brunn Naveen Himthani George Biros Miriam Mehl Andreas Mang 3DH 85 27 0 19 Apr 2020
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian V. Dalca Bruce Fischl Lilla Zöllei 18 33 0 09 Apr 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 13 76 0 04 Mar 2020
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert J. Schnabel OOD MedIm AI4CE 25 50 0 23 Sep 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 15 78 0 10 Jul 2019
Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models C. Biffi Juan J. Cerrolaza G. Tarroni Wenjia Bai A. de Marvao ... Jinming Duan S. Prasad S. Cook D. O’Regan Daniel Rueckert MedIm 23 46 0 28 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 18 65 0 25 Apr 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 17 362 0 08 Mar 2019
Explainable cardiac pathology classification on cine MRI with motion characterization by semi-supervised learning of apparent flow Ben Green H. Delingette N. Ayache 27 83 0 08 Nov 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap D. Shen 22 252 0 13 Feb 2018