Deep learning-based lung image registration: A review

H ** to solve series problems in clinical applications. Since the lungs are soft and fairly …

Pulmonary CT and MRI phenotypes that help explain chronic pulmonary obstruction disease pathophysiology and outcomes

EA Hoffman, DA Lynch, RG Barr… - Journal of Magnetic …, 2016 - Wiley Online Library
Pulmonary x‐ray computed tomographic (CT) and magnetic resonance imaging (MRI)
research and development has been motivated, in part, by the quest to subphenotype …

MRF-based deformable registration and ventilation estimation of lung CT

MP Heinrich, M Jenkinson, M Brady… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Deformable image registration is an important tool in medical image analysis. In the case of
lung computed tomography (CT) registration there are three major challenges: large motion …

The VAMPIRE challenge: a multi‐institutional validation study of CT ventilation imaging

J Kipritidis, BA Tahir, G Cazoulat, MS Hofman… - Medical …, 2019 - Wiley Online Library
Purpose CT ventilation imaging (CTVI) is being used to achieve functional avoidance lung
cancer radiation therapy in three clinical trials (NCT02528942, NCT02308709 …

Validating and improving CT ventilation imaging by correlating with ventilation 4D‐PET/CT using 68Ga‐labeled nanoparticles

J Kipritidis, S Siva, MS Hofman, J Callahan… - Medical …, 2014 - Wiley Online Library
Purpose: CT ventilation imaging is a novel functional lung imaging modality based on
deformable image registration. The authors present the first validation study of CT ventilation …

An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration

BW Papież, MP Heinrich, J Fehrenbach, L Risser… - Medical image …, 2014 - Elsevier
Several biomedical applications require accurate image registration that can cope effectively
with complex organ deformations. This paper addresses this problem by introducing a …

Clinical validation of 4-dimensional computed tomography ventilation with pulmonary function test data

D Brennan, L Schubert, Q Diot, R Castillo… - International Journal of …, 2015 - Elsevier
Purpose A new form of functional imaging has been proposed in the form of 4-dimensional
computed tomography (4DCT) ventilation. Because 4DCTs are acquired as part of routine …

Functional image-guided radiotherapy planning for normal lung avoidance

RH Ireland, BA Tahir, JM Wild, CE Lee, MQ Hatton - Clinical Oncology, 2016 - Elsevier
For patients with lung cancer undergoing curative intent radiotherapy, functional lung
imaging can be incorporated into treatment planning to modify the dose distribution within …

Estimating lung ventilation directly from 4D CT Hounsfield unit values

J Kipritidis, MS Hofman, S Siva, J Callahan… - Medical …, 2016 - Wiley Online Library
Purpose: Computed tomography ventilation imaging (CTVI) aims to visualize air‐volume
changes in the lung by quantifying respiratory motion in 4DCT using deformable image …

Regional pulmonary morphology and function: photon-counting CT assessment

SC Scharm, C Schaefer-Prokop, HB Winther… - Radiology, 2023 - pubs.rsna.org
Background Experience with functional CT in the lungs without additional equipment in
clinical routine is limited. Purpose To report initial experience and evaluate the robustness of …