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Session

Physics track: Imaging acquisition and processing
Poster
Physics
00:00 - 00:00
Global and local evaluation of deep learning contouring of prostate CT
PO-1704
00:00 - 00:00
AI-driven quality insurance for delineation in radiotherapy breast clinical trials
PO-1722
00:00 - 00:00
A CBCT based quality assurance technique for an MR-only radiotherapy workflow for head patients
PO-1711
00:00 - 00:00
An iterative approach to reduce noise in dual-energy CT (DECT) for radiotherapy treatment planning
PO-1713
00:00 - 00:00
Histology correlation of in-vivo [68Ga]PSMA-PET/MRI: A method description and uncertainty estimation
PO-1716
00:00 - 00:00
A voxel-based method to quantify longitudinal MRI changes after pediatric brain irradiation.
PO-1721
00:00 - 00:00
Fibroblast Activation Protein (FAPI) PET for diagnostics and radiotherapy in head and neck cancer
PO-1707
00:00 - 00:00
Retrospective automatic detection of calcified plaque in heart on planning CT:viability and benefits
PO-1708
00:00 - 00:00
Renal positional probability mapping using ultra-fast volumetric 4D-MRI for MRgRT
PO-1703
00:00 - 00:00
Attention boosted convolution neural networks for parotid and parotid tumor segmentation on MR image
PO-1705
00:00 - 00:00
Deep learning-based sCTs with uncertainty estimation from heterogeneous pediatric brain MRI
PO-1698
00:00 - 00:00
Clinical implementation of MRI-based prostate OARs auto-segmentation with convolutional networks
PO-1699
00:00 - 00:00
Deep learning based auto-contouring of planning CT scans for rectal cancer
PO-1718
00:00 - 00:00
Radiotherapy for prostate cancer: Effects of fiducial gold marker on diffusion-weighted MR imaging
PO-1697
00:00 - 00:00
Dosimetric Impact of MRI inaccuracy in SBRT in the presence of motion: digital phantom study
PO-1712
00:00 - 00:00
Clinical evaluation of deep learning auto-contouring in prostate and head and neck cancer.
PO-1719
00:00 - 00:00
Predicting dosimetric impact of (auto)contouring errors for OARs in prostate VMAT radiotherapy
PO-1715
00:00 - 00:00
Low dose fluence-modulated proton CT: simulation study and first experimental results
PO-1706
00:00 - 00:00
Evaluation of the compatibility and accuracy of lung tumor ITV between 4D-CT and 4D-CBCT MIP images
PO-1720
00:00 - 00:00
Optimized source-detector trajectories for low dose CBCT
PO-1701
00:00 - 00:00
A novel AI solution for auto-segmentation of multi-origin liver neoplasms
PO-1710
00:00 - 00:00
Optimizing the generation of brain pseudo-CT from MRI based on a highly efficient 3D neural network
PO-1702
00:00 - 00:00
Multimodalities imaging PET/CT-MR for radiotherapy: study of positioning uncertainties
PO-1714
00:00 - 00:00
Efficacy evaluation of 2-D and 3-D U-Net semantic segmentation of normal lungs
PO-1700
00:00 - 00:00
Automated organ delineation in T2 head MRI using combined 2D and 3D convolutional neural networks
PO-1709
00:00 - 00:00
4D-segmentation-based anatomy-restricted motion-compensated reconstruction of on-board 4D CBCT scans
PO-1717
00:00 - 00:00
Intelligent 4D CT sequence scanning (i4DCT): First prototype measurements
PO-1724
00:00 - 00:00
Dosimetric evaluation of deep learning generated synthetic CT data for H&N MRI only radiotherapy
PO-1738
00:00 - 00:00
Evaluation of measures for assessing automatic OAR delineation acceptability and time-savings
PO-1725
00:00 - 00:00
A deep learning neural network to remove metal artefacts via residual learning for cone-beam CT
PO-1739
00:00 - 00:00
Quantitative evaluation of ultra-low dose paediatric cone beam CT for image-guided radiotherapy
PO-1740
00:00 - 00:00
Clinical impact of spectral CT-based stopping power prediction for particle therapy planning
PO-1726
00:00 - 00:00
Evaluation of atlas and deep learning based automatic contouring – A spatially resolved approach
PO-1741
00:00 - 00:00
Post-processing 4DCT to improve delineation of heart substructures
PO-1742
00:00 - 00:00
automatic segmentation of nasopharyngeal carcinoma: a solution for single institution
PO-1743
00:00 - 00:00
Privacy preserving distributed liver tumor segmentation
PO-1744
00:00 - 00:00
PET/MRI for RT planning: CT-based attenuation correction of radiation treatment positioning devices
PO-1745
00:00 - 00:00
Deep learning artificial intelligence for auto-segmentation of the bowel bag.
PO-1746
00:00 - 00:00
Segmentation of the heart using a Residual U-net model
PO-1747
00:00 - 00:00
Carbon-ion boost followed by photon IMRT for PCa: dosimetric and geometric evaluations, AIRC-IG14300
PO-1748
00:00 - 00:00
Contour propagation using Velocity deformable image registration for re-scanned head & neck patients
PO-1749
00:00 - 00:00
Comparison of MRI coils and RT-positioning systems for optimal MRI scanning in SRS cases
PO-1750
00:00 - 00:00
Effect of pseudoCT methods on dose-derived rectal toxicity prediction in MR-only prostate RT
PO-1751
00:00 - 00:00
Evaluation of the deformable image registration algorithm in Velocity image registration software
PO-1752
00:00 - 00:00
The geometric and dosimetric effect of algorithm choice on propagated contours from CT to CBCTs
PO-1727
00:00 - 00:00
Full-body delineation of ROIs through anatomy-preserving deep learning ensemble networks
PO-1753
00:00 - 00:00
A stereoscopic CT artifact reduction method image quality comparison to current vendor solutions
PO-1754
00:00 - 00:00
Use of ‘Jigsaw puzzles’ to train convolutional neural networks for segmentation with limited data
PO-1755
00:00 - 00:00
Phantom investigation of the geometric accuracy of 4D-CBCT
PO-1756
00:00 - 00:00
Development of a new prompt gamma ray detection system for full 3D proton range verification
PO-1728
00:00 - 00:00
Quality assurance of deformable image registration for bowel motility quantification
PO-1729
00:00 - 00:00
Development of a framework to quantify bowel motility in 3D using MRI
PO-1730
00:00 - 00:00
Deep learning based conversion of CBCT to synthetic CT for prostate radiotherapy
PO-1731
00:00 - 00:00
Feasibility of virtual dual-energy imaging through deep learning for markerless tumour tracking
PO-1732
00:00 - 00:00
Validation of PSMA-PET/CT based contouring techniques for intraprostatic tumor definition
PO-1733
00:00 - 00:00
Assessment of extended field-of-view CT reconstructions for radiotherapy
PO-1734
00:00 - 00:00
Superparamagnetic nickel ferrite nanoparticles as contrast agents in Magnetic Resonance Imaging
PO-1735
00:00 - 00:00
High frame rate CAIPIRINHA-TWIST-VIBE MRI for volumetric motion monitoring in MRgRT: a pilot study
PO-1736
00:00 - 00:00
Pulse sequence optimization in pelvis on a 1.5T MR-Linac
PO-1737
00:00 - 00:00
Evaluation of outlier rejection in 4D-MRI for motion estimation of subsequent sessions
PO-1723