Medical image registration using unsupervised deep neural network: A scoping literature review

3 August 2022

Papers citing "Medical image registration using unsupervised deep neural network: A scoping literature review"

34 / 34 papers shown

Title
Cortical surface registration using unsupervised learning Jieyu Cheng Adrian Dalca Bruce Fischl Lilla Zöllei 89 33 0 09 Apr 2020
Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation Moab Arar Y. Ginger Dov Danon Ilya Leizerson Amit H. Bermano Daniel Cohen-Or 39 122 0 18 Mar 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive Review H. R. Boveiri R. Khayami R. Javidan A. MehdiZadeh 131 137 0 09 Feb 2020
DRMIME: Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration Abhishek Nan Matthew Tennant Uriel Rubin Nilanjan Ray 26 23 0 27 Jan 2020
Learning Deformable Registration of Medical Images with Anatomical Constraints Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 57 81 0 20 Jan 2020
Deep Learning in Medical Image Registration: A Review Yabo Fu Y. Lei Tonghe Wang W. Curran Tian Liu Xiaofeng Yang 78 525 0 27 Dec 2019
Automated Enriched Medical Concept Generation for Chest X-ray Images Aydan Gasimova 40 11 0 07 Oct 2019
mlVIRNET: Multilevel Variational Image Registration Network Alessa Hering Bram van Ginneken Stefan Heldmann 63 66 0 22 Sep 2019
Zero Shot Learning for Multi-Modal Real Time Image Registration Avinash Kori Ganapathi Krishnamurthi MedIm 56 16 0 17 Aug 2019
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping Sharib Ali J. Rittscher MedIm 38 13 0 16 Aug 2019
A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker MedIm 41 14 0 16 Aug 2019
Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors Dongming Wei Sahar Ahmad Jiayu Huo Wen Peng Yunhao Ge Z. Xue P. Yap Wentao Li Dinggang Shen Qian Wang 30 28 0 30 Jul 2019
Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration Lihao Liu Xiaowei Hu Lei Zhu Pheng-Ann Heng 3DPC 3DV MedIm 42 34 0 03 Jul 2019
Unsupervised Deformable Image Registration Using Cycle-Consistent CNN Boah Kim Jieun Kim June-Goo Lee Dong Hwan Kim S. Park J. C. Ye MedIm 35 73 0 02 Jul 2019
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy Mohamed S. Elmahdy J. Wolterink Hessam Sokooti Ivana Išgum Marius Staring MedIm 50 27 0 28 Jun 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 91 371 0 08 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 74 594 0 05 Mar 2019
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network Shengyu Zhao Ting Fung Lau Ji Luo E. Chang Yan Xu MedIm 72 230 0 13 Feb 2019
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 56 194 0 18 Dec 2018
A Gentle Introduction to Deep Learning in Medical Image Processing Andreas Maier Christopher Syben Tobias Lasser Christian Riess PINN 42 431 0 12 Oct 2018
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 67 682 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 110 1,573 0 14 Sep 2018
Linear and Deformable Image Registration with 3D Convolutional Neural Networks Stergios Christodoulidis M. Sahasrabudhe Maria Vakalopoulou G. Chassagnon M. Revel Stavroula Mougiakakou Nikos Paragios MedIm 50 40 0 13 Sep 2018
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration Jun Zhang MedIm 48 104 0 10 Sep 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 73 382 0 11 May 2018
GAN Based Medical Image Registration Dwarikanath Mahapatra MedIm 65 28 0 07 May 2018
Unsupervised Probabilistic Deformation Modeling for Robust Diffeomorphic Registration Julian Krebs Tommaso Mansi B. Mailhé N. Ayache H. Delingette DiffM MedIm 32 74 0 19 Apr 2018
An Unsupervised Learning Model for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca 78 628 0 07 Feb 2018
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 105 3,049 0 19 Oct 2017
Non-rigid image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan 50 94 0 04 Sep 2017
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network B. D. de Vos F. Berendsen M. Viergever Marius Staring Ivana Išgum MedIm 65 442 0 20 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 651 10,779 0 19 Feb 2017
Deep Deformable Registration: Enhancing Accuracy by Fully Convolutional Neural Net Sayan Ghosal Nilanjan Ray 33 35 0 27 Nov 2016
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 300 7,384 0 05 Jun 2015