Deformable image registration for radiation therapy: principle, methods, applications and evaluation

B Rigaud, A Simon, J Castelli, C Lafond, O Acosta… - Acta …, 2019 - Taylor & Francis
Background: Deformable image registration (DIR) is increasingly used in the field of
radiation therapy (RT) to account for anatomical deformations. The aims of this paper are to …

Computed tomography–based biomarker provides unique signature for diagnosis of COPD phenotypes and disease progression

CJ Galbán, MK Han, JL Boes, KA Chughtai… - Nature medicine, 2012 - nature.com
Chronic obstructive pulmonary disease (COPD) is increasingly being recognized as a highly
heterogeneous disorder, composed of varying pathobiology. Accurate detection of COPD …

Review of automatic pulmonary lobe segmentation methods from CT

T Doel, DJ Gavaghan, V Grau - Computerized Medical Imaging and …, 2015 - Elsevier
The computational detection of pulmonary lobes from CT images is a challenging
segmentation problem with important respiratory health care applications, including surgical …

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 …

Use of 4-dimensional computed tomography-based ventilation imaging to correlate lung dose and function with clinical outcomes

Y Vinogradskiy, R Castillo, E Castillo, SL Tucker… - International Journal of …, 2013 - Elsevier
PURPOSE: Four-dimensional computed tomography (4DCT)-based ventilation is an
emerging imaging modality that can be used in the thoracic treatment planning process. The …

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 …

Evaluation of various deformable image registration algorithms for thoracic images

N Kadoya, Y Fujita, Y Katsuta, S Dobashi… - Journal of radiation …, 2014 - academic.oup.com
We evaluated the accuracy of one commercially available and three publicly available
deformable image registration (DIR) algorithms for thoracic four-dimensional (4D) computed …

Evaluating the toxicity reduction with computed tomographic ventilation functional avoidance radiation therapy

AM Faught, Y Miyasaka, N Kadoya, R Castillo… - International Journal of …, 2017 - Elsevier
Purpose Computed tomographic (CT) ventilation imaging is a new modality that uses 4-
dimensional (4D) CT information to calculate lung ventilation. Although retrospective studies …

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 …