An Unsupervised Learning Model for Deformable Medical Image Registration

7 February 2018

Papers citing "An Unsupervised Learning Model for Deformable Medical Image Registration"

38 / 88 papers shown

Title
Unsupervised Medical Image Alignment with Curriculum Learning Mihail Burduja Radu Tudor Ionescu 35 12 0 20 Feb 2021
INSPIRE: Intensity and spatial information-based deformable image registration Johan Öfverstedt Joakim Lindblad Natavsa Sladoje 23 3 0 14 Dec 2020
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies Jinzheng Cai Youbao Tang K. Yan Adam P. Harrison Jing Xiao Gigin Lin Le Lu MedIm 41 29 0 09 Dec 2020
Flow-based Deformation Guidance for Unpaired Multi-Contrast MRI Image-to-Image Translation T. Bui Manh Nguyen Ngan Le Khoa Luu MedIm 17 14 0 03 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 63 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 26 2 0 22 Nov 2020
Unimodal Cyclic Regularization for Training Multimodal Image Registration Networks Zhe Xu Jiangpeng Yan Jie Luo W. Wells Xiu Li J. Jagadeesan OffRL MedIm 27 5 0 12 Nov 2020
FDRN: A Fast Deformable Registration Network for Medical Images Kaicong Sun S. Simon MedIm 24 13 0 04 Nov 2020
Anatomy-Aware Cardiac Motion Estimation Pingjun Chen Xiao Chen Eric Z. Chen Hanchao Yu Terrence Chen Shanhui Sun 27 9 0 17 Aug 2020
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration Boah Kim Dong Hwan Kim S. Park Jieun Kim June-Goo Lee J. C. Ye MedIm 36 204 0 13 Aug 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image Registration Jian Wang Miaomiao Zhang FedML MedIm 22 61 0 05 Apr 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 47 120 0 26 Mar 2020
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks Tony C. W. Mok Albert C. S. Chung MedIm 53 203 0 20 Mar 2020
When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) Victor Villena-Martinez Sergiu Oprea Marcelo Saval-Calvo J. Azorín-López Andrés Fuster-Guilló Robert B. Fisher 42 32 0 06 Mar 2020
Deform-GAN:An Unsupervised Learning Model for Deformable Registration Xiaoyue Zhang Weijian Jian Yu Chen Shihting Yang MedIm 21 15 0 26 Feb 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 117 135 0 09 Feb 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 27 81 0 20 Jan 2020
Model-Based and Data-Driven Strategies in Medical Image Computing Daniel Rueckert Julia A. Schnabel OOD MedIm AI4CE 28 50 0 23 Sep 2019
mlVIRNET: Multilevel Variational Image Registration Network Alessa Hering Bram van Ginneken Stefan Heldmann 41 66 0 22 Sep 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 21 84 0 25 Jul 2019
AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering Dwarikanath Mahapatra 32 15 0 06 Jul 2019
On Reducing Negative Jacobian Determinant of the Deformation Predicted by Deep Registration Networks Dongyang Kuang MedIm 24 7 0 28 Jun 2019
Region-specific Diffeomorphic Metric Mapping Zhengyang Shen Franccois-Xavier Vialard Marc Niethammer 16 47 0 01 Jun 2019
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and Segmentation Zhenlin Xu Marc Niethammer SSeg 20 157 0 17 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 36 125 0 22 Mar 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 26 109 0 21 Mar 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 38 363 0 08 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 26 585 0 05 Mar 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 34 200 0 15 Feb 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 28 193 0 18 Dec 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 22 1,609 0 25 Nov 2018
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image Registration Dongyang Kuang T. Schmah MedIm 25 94 0 22 Nov 2018
Embedded deep learning in ophthalmology: Making ophthalmic imaging smarter Petteri Teikari Raymond P. Najjar L. Schmetterer D. Milea MedIm 27 27 0 13 Oct 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 77 1,545 0 14 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 27 105 0 10 Sep 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 37 381 0 11 May 2018
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity Xiaohuan Cao Jianhua Yang Li Wang Z. Xue Qian Wang Dinggang Shen 20 90 0 28 Apr 2018
BIRNet: Brain Image Registration Using Dual-Supervised Fully Convolutional Networks Jingfan Fan Xiaohuan Cao P. Yap Dinggang Shen 30 252 0 13 Feb 2018