[HTML][HTML] Deformable image registration in radiation therapy

S Oh, S Kim - Radiation oncology journal, 2017 - ncbi.nlm.nih.gov
The number of imaging data sets has significantly increased during radiation treatment after
introducing a diverse range of advanced techniques into the field of radiation oncology. As a …

Artificial general intelligence for radiation oncology

C Liu, Z Liu, J Holmes, L Zhang, L Zhang, Y Ding… - Meta-radiology, 2023 - Elsevier
The emergence of artificial general intelligence (AGI) is transforming radiation oncology. As
prominent vanguards of AGI, large language models (LLMs) such as GPT-4 and PaLM 2 can …

Deep‐learning based fast and accurate 3D CT deformable image registration in lung cancer

Y Ding, H Feng, Y Yang, J Holmes, Z Liu, D Liu… - Medical …, 2023 - Wiley Online Library
Abstract Background Deformable Image Registration (DIR) is an essential technique
required in many applications of radiation oncology. However, conventional DIR …

Ventilation from four-dimensional computed tomography: density versus Jacobian methods

R Castillo, E Castillo, J Martinez… - Physics in Medicine & …, 2010 - iopscience.iop.org
Two calculation methods to produce ventilation images from four-dimensional computed
tomography (4DCT) acquired without added contrast have been reported. We reported a …

Impact of four-dimensional computed tomography pulmonary ventilation imaging-based functional avoidance for lung cancer radiotherapy

T Yamamoto, S Kabus, J Von Berg, C Lorenz… - International Journal of …, 2011 - Elsevier
PURPOSE: To quantify the dosimetric impact of four-dimensional computed tomography (4D-
CT) pulmonary ventilation imaging-based functional treatment planning that avoids high …

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 …

Results of a multi-institutional phase 2 clinical trial for 4DCT-ventilation functional avoidance thoracic radiation therapy

Y Vinogradskiy, R Castillo, E Castillo, L Schubert… - International Journal of …, 2022 - Elsevier
Purpose Radiation pneumonitis remains a major limitation in the radiation therapy treatment
of patients with lung cancer. Functional avoidance radiation therapy uses functional imaging …

Functional lung imaging in radiation therapy for lung cancer: A systematic review and meta-analysis

NW Bucknell, N Hardcastle, M Bressel… - Radiotherapy and …, 2018 - Elsevier
Rationale Advanced imaging techniques allow functional information to be derived and
integrated into treatment planning. Methods A systematic review was conducted with the …

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 …