Deep learning in medical image registration: a survey

Fast fit-free analysis of fluorescence lifetime imaging via deep learning

(2019) Jason T. Smith et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Respiratory motion correction for free-breathing 3D abdominal MRI using CNN-based image registration: a feasibility study

(2018) Jun Lv et al.   BRITISH JOURNAL OF RADIOLOGY

Low-Dose CT Image Denoising Using a Generative Adversarial Network With Wasserstein Distance and Perceptual Loss

(2018) Qingsong Yang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Weakly-supervised convolutional neural networks for multimodal image registration

(2018) Yipeng Hu et al.   MEDICAL IMAGE ANALYSIS

Image reconstruction by domain-transform manifold learning

(2018) Bo Zhu et al.   NATURE

Learning deep similarity metric for 3D MR–TRUS image registration

(2018) Grant Haskins et al.   International Journal of Computer Assisted Radiology and Surgery

A deep learning framework for unsupervised affine and deformable image registration

(2018) Bob D. de Vos et al.   MEDICAL IMAGE ANALYSIS

Pulmonary CT Registration Through Supervised Learning With Convolutional Neural Networks

(2018) Koen A. J. Eppenhof et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning in Medical Imaging: General Overview

(2017) June-Goo Lee et al.   KOREAN JOURNAL OF RADIOLOGY

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

A neural network approach for fast, automated quantification of DIR performance

(2017) John Neylon et al.   MEDICAL PHYSICS

Deep deformable registration: Enhancing accuracy by fully convolutional neural net

(2017) Sayan Ghosal et al.   PATTERN RECOGNITION LETTERS

Phase recovery and holographic image reconstruction using deep learning in neural networks

(2017) Yair Rivenson et al.   Light-Science & Applications

A GPU-Accelerated Deformable Image Registration Algorithm With Applications to Right Ventricular Segmentation

(2017) Kumaradevan Punithakumar et al.   IEEE Access

Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

(2016) Guorong Wu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A CNN Regression Approach for Real-Time 2D/3D Registration

(2016) Shun Miao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

3D–2D image registration for target localization in spine surgery: investigation of similarity metrics providing robustness to content mismatch

(2016) T De Silva et al.   PHYSICS IN MEDICINE AND BIOLOGY

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Efficient Acceleration of Mutual Information Computation for Nonrigid Registration Using CUDA

(2014) Kei Ikeda et al.   IEEE Journal of Biomedical and Health Informatics

LCC-Demons: A robust and accurate symmetric diffeomorphic registration algorithm

(2013) M. Lorenzi et al.   NEUROIMAGE

MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration

(2012) Mattias P. Heinrich et al.   MEDICAL IMAGE ANALYSIS

Elastic volume reconstruction from series of ultra-thin microscopy sections

(2012) Stephan Saalfeld et al.   NATURE METHODS

Diffeomorphic 3D Image Registration via Geodesic Shooting Using an Efficient Adjoint Calculation

(2011) François-Xavier Vialard et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Intensity-Based Image Registration by Minimizing Residual Complexity

(2010) Andriy Myronenko et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

SIFT Flow: Dense Correspondence across Scenes and Its Applications

(2010) Ce Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A reproducible evaluation of ANTs similarity metric performance in brain image registration

(2010) Brian B. Avants et al.   NEUROIMAGE

elastix: A Toolbox for Intensity-Based Medical Image Registration

(2009) S. Klein et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Diffeomorphic demons: Efficient non-parametric image registration

(2008) Tom Vercauteren et al.   NEUROIMAGE

Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain

(2007) B AVANTS et al.   MEDICAL IMAGE ANALYSIS