Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning
Image registration is a fundamental medical image analysis task, and a wide variety of
approaches have been proposed. However, only a few studies have comprehensively …
approaches have been proposed. However, only a few studies have comprehensively …
Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge
K Murphy, B Van Ginneken… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
<? Pub Dtl=""?> EMPIRE10 (Evaluation of Methods for Pulmonary Image REgistration 2010)
is a public platform for fair and meaningful comparison of registration algorithms which are …
is a public platform for fair and meaningful comparison of registration algorithms which are …
Nonrigid registration of dynamic medical imaging data using nD+ t B-splines and a groupwise optimization approach
A registration method for motion estimation in dynamic medical imaging data is proposed.
Registration is performed directly on the dynamic image, thus avoiding a bias towards a …
Registration is performed directly on the dynamic image, thus avoiding a bias towards a …
The first patient treatment of computed tomography ventilation functional image-guided radiotherapy for lung cancer
T Yamamoto, S Kabus, M Bal, P Keall… - Radiotherapy and …, 2016 - Elsevier
Background and purpose Radiotherapy that selectively avoids irradiating highly-functional
lung regions may reduce pulmonary toxicity. We report on the first clinical implementation …
lung regions may reduce pulmonary toxicity. We report on the first clinical implementation …
Pulmonary ventilation imaging based on 4-dimensional computed tomography: comparison with pulmonary function tests and SPECT ventilation images
Purpose 4-dimensional computed tomography (4D-CT)-based pulmonary ventilation
imaging is an emerging functional imaging modality. The purpose of this study was to …
imaging is an emerging functional imaging modality. The purpose of this study was to …
Registration of sliding objects using direction dependent B-splines decomposition
Sliding motion is a challenge for deformable image registration because it leads to
discontinuities in the sought deformation. In this paper, we present a method to handle …
discontinuities in the sought deformation. In this paper, we present a method to handle …
Automated segmentation of a motion mask to preserve sliding motion in deformable registration of thoracic CT
Purpose: Deformable registration generally relies on the assumption that the sought spatial
transformation is smooth. Yet, breathing motion involves sliding of the lung with respect to …
transformation is smooth. Yet, breathing motion involves sliding of the lung with respect to …
Four‐dimensional computed tomography pulmonary ventilation images vary with deformable image registration algorithms and metrics
Purpose: A novel pulmonary ventilation imaging technique based on four‐dimensional (4D)
CT has advantages over existing techniques and could be used for functional avoidance in …
CT has advantages over existing techniques and could be used for functional avoidance in …
Investigation of four-dimensional computed tomography-based pulmonary ventilation imaging in patients with emphysematous lung regions
T Yamamoto, S Kabus, T Klinder… - Physics in Medicine …, 2011 - iopscience.iop.org
A pulmonary ventilation imaging technique based on four-dimensional (4D) computed
tomography (CT) has advantages over existing techniques. However, physiologically …
tomography (CT) has advantages over existing techniques. However, physiologically …
Reproducibility of four-dimensional computed tomography-based lung ventilation imaging
RATIONALE AND OBJECTIVES: A novel ventilation imaging method based on four-
dimensional (4D) computed tomography (CT) has been applied to the field of radiation …
dimensional (4D) computed tomography (CT) has been applied to the field of radiation …