A review on 4D cone‐beam CT (4D‐CBCT) in radiation therapy: Technical advances and clinical applications
Cone‐beam CT (CBCT) is the most commonly used onboard imaging technique for target
localization in radiation therapy. Conventional 3D CBCT acquires x‐ray cone‐beam …
localization in radiation therapy. Conventional 3D CBCT acquires x‐ray cone‐beam …
Augmentation of CBCT reconstructed from under-sampled projections using deep learning
Edges tend to be over-smoothed in total variation (TV) regularized under-sampled images.
In this paper, symmetric residual convolutional neural network (SR-CNN), a deep learning …
In this paper, symmetric residual convolutional neural network (SR-CNN), a deep learning …
SPARE: Sparse‐view reconstruction challenge for 4D cone‐beam CT from a 1‐min scan
Purpose Currently, four‐dimensional (4D) cone‐beam computed tomography (CBCT)
requires a 3–4 min full‐fan scan to ensure usable image quality. Recent advancements in …
requires a 3–4 min full‐fan scan to ensure usable image quality. Recent advancements in …
Deep learning–based 4D‐synthetic CTs from sparse‐view CBCTs for dose calculations in adaptive proton therapy
Background Time‐resolved 4D cone beam–computed tomography (4D‐CBCT) allows a
daily assessment of patient anatomy and respiratory motion. However, 4D‐CBCTs suffer …
daily assessment of patient anatomy and respiratory motion. However, 4D‐CBCTs suffer …
[HTML][HTML] Structure-preserving quality improvement of cone beam CT images using contrastive learning
Cone-beam CT (CBCT) is widely used in dental clinics but exhibits limitations in assessing
soft tissue pathology because of its lack of contrast resolution and low Hounsfield Units (HU) …
soft tissue pathology because of its lack of contrast resolution and low Hounsfield Units (HU) …
A modern review of the uncertainties in volumetric imaging of respiratory‐induced target motion in lung radiotherapy
I Vergalasova, J Cai - Medical physics, 2020 - Wiley Online Library
Radiotherapy has become a critical component for the treatment of all stages and types of
lung cancer, often times being the primary gateway to a cure. However, given that radiation …
lung cancer, often times being the primary gateway to a cure. However, given that radiation …
Surrogate-driven respiratory motion model for projection-resolved motion estimation and motion compensated cone-beam CT reconstruction from unsorted projection …
Objective. As the most common solution to motion artefact for cone-beam CT (CBCT) in
radiotherapy, 4DCBCT suffers from long acquisition time and phase sorting error. This issue …
radiotherapy, 4DCBCT suffers from long acquisition time and phase sorting error. This issue …
[HTML][HTML] ScatterNet for projection-based 4D cone-beam computed tomography intensity correction of lung cancer patients
H Schmitz, A Thummerer, M Kawula… - Physics and Imaging in …, 2023 - Elsevier
Background and purpose: In radiotherapy, dose calculations based on 4D cone beam CTs
(4DCBCTs) require image intensity corrections. This retrospective study compared the dose …
(4DCBCTs) require image intensity corrections. This retrospective study compared the dose …
4D-AirNet: a temporally-resolved CBCT slice reconstruction method synergizing analytical and iterative method with deep learning
Abstract Four-dimensional (4D) cone-beam CT (CBCT) reconstructs temporally-resolved
phases of 3D volumes often with the same amount of projection data that are meant for …
phases of 3D volumes often with the same amount of projection data that are meant for …