CNN-based Lung CT Registration with Multiple Anatomical Constraints

CNN-based Lung CT Registration with Multiple Anatomical Constraints

29 November 2020

Stephanie Häger

Nikolas Lessmann

Stefan Heldmann

Bram van Ginneken

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

10 / 10 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 49 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 99 0 0 27 May 2024
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 25 84 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 22 55 0 08 Apr 2019
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 52 47 0 05 Dec 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 72 382 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 25 99 0 02 Jul 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 55 143 0 05 Nov 2017
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach Xiao Yang Roland Kwitt Martin Styner Marc Niethammer 55 591 0 31 Mar 2017
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 253 7,361 0 05 Jun 2015