CNN-based Lung CT Registration with Multiple Anatomical Constraints

29 November 2020

Bram van Ginneken

Papers citing "CNN-based Lung CT Registration with Multiple Anatomical Constraints"

24 / 24 papers shown

Title
Divide to Conquer: A Field Decomposition Approach for Multi-Organ Whole-Body CT Image Registration Xuan Loc Pham Mathias Prokop Bram van Ginneken Alessa Hering 64 0 0 28 Mar 2025
CARL: A Framework for Equivariant Image Registration Hastings Greer Lin Tian François-Xavier Vialard Roland Kwitt R. Estépar Marc Niethammer 3DPC MedIm 111 0 0 27 May 2024
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks Tony C. W. Mok Albert C. S. Chung MedIm 56 262 0 29 Jun 2020
Tackling the Problem of Large Deformations in Deep Learning Based Medical Image Registration Using Displacement Embeddings Lasse Hansen M. Heinrich MedIm 50 9 0 27 May 2020
Bounding boxes for weakly supervised segmentation: Global constraints get close to full supervision H. Kervadec Jose Dolz Shanshan Wang Eric Granger Ismail Ben Ayed 61 84 0 14 Apr 2020
mlVIRNET: Multilevel Variational Image Registration Network Alessa Hering Bram van Ginneken Stefan Heldmann 63 66 0 22 Sep 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 47 86 0 25 Jul 2019
Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions H. Kervadec Jose Dolz Jing Yuan Christian Desrosiers Eric Granger Ismail Ben Ayed 39 55 0 08 Apr 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
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking Alessa Hering Sven Kuckertz Stefan Heldmann M. Heinrich 65 47 0 05 Dec 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 113 1,573 0 14 Sep 2018
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration Yipeng Hu Marc Modat Eli Gibson Wenqi Li N. Ghavami ... M. Emberton Sébastien Ourselin J. A. Noble D. Barratt Tom Vercauteren 80 382 0 09 Jul 2018
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration Jan Rühaak T. Polzin Stefan Heldmann Ivor J. A. Simpson Heinz Handels J. Modersitzki M. Heinrich 44 99 0 02 Jul 2018
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu DiffM 73 382 0 11 May 2018
A matrix-free approach to parallel and memory-efficient deformable image registration L. König Jan Rühaak A. Derksen J. Lellmann MedIm 28 25 0 27 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
Non-Rigid Image Registration Using Self-Supervised Fully Convolutional Networks without Training Data Hongming Li Yong-Xian Fan MedIm 52 155 0 11 Jan 2018
Label-driven weakly-supervised learning for multimodal deformable image registration Yipeng Hu Marc Modat Eli Gibson N. Ghavami E. Bonmati C. Moore M. Emberton J. A. Noble D. Barratt Tom Vercauteren 66 143 0 05 Nov 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
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 64 595 0 31 Mar 2017
Fast Predictive Multimodal Image Registration Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 3DH 56 27 0 31 Mar 2017
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 300 7,384 0 05 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,133 0 18 May 2015