Deformable image registration for radiation therapy: principle, methods, applications and evaluation
… For example, in prostate cancer, a non-parametric or FFD DIR method has … : a deformable
image registration is computed between the per-treatment images and the planning CT image. …
image registration is computed between the per-treatment images and the planning CT image. …
Assessment of CT to CBCT contour mapping for radiomic feature analysis in prostate cancer
… available deformable image registration (DIR) algorithm to automatically generate prostate
contours … Twenty-eight prostate cancer patients enrolled on an institutional review board (IRB) …
contours … Twenty-eight prostate cancer patients enrolled on an institutional review board (IRB) …
Deep learning in medical image registration
… two images as input, deformable image registration aims to … To facilitate benchmarking of
existing DLIR approaches and … of rigid MRI-TRUS registration on prostate images, Guo et al [43…
existing DLIR approaches and … of rigid MRI-TRUS registration on prostate images, Guo et al [43…
A joint learning framework for multisite CBCT-to-CT translation using a hybrid CNN-transformer synthesizer and a registration network.
Y Hu, M Cheng, H Wei, Z Liang - Frontiers in Oncology, 2024 - europepmc.org
… used for patients with pelvic and/or prostate cancer (13, 14).… The CBCT/CT image pairs
obtained from 136 patients were … that our method outperforms these benchmarks, exhibiting a …
obtained from 136 patients were … that our method outperforms these benchmarks, exhibiting a …
Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration
… -Net could potentially provide the US and PET/CT prostate segmenter as well. Secondly,
our method could also be adapted to landmark-based registration tasks. While anatomy-guided …
our method could also be adapted to landmark-based registration tasks. While anatomy-guided …
Evaluating the quality of patient-specific deformable image registration in adaptive radiotherapy using a digitally enhanced head and neck phantom
E Cagni, A Botti, M Orlandi, M Galaverni, C Iotti, M Iori… - Applied Sciences, 2022 - mdpi.com
… In this study, a novel method to evaluate the quality of patient-based multimodal CT-CBCT …
deformable image registration with the aim of validating a DIR evaluation method for prostate …
deformable image registration with the aim of validating a DIR evaluation method for prostate …
Custom-Trained Deep Learning-Based Auto-Segmentation for Male Pelvic Iterative CBCT on C-Arm Linear Accelerators
RC Tegtmeier, CJ Kutyreff, JL Smetanick… - Practical Radiation …, 2024 - Elsevier
… and for a deformable image registration (DIR)-based automatic contour propagation method.
… The pCT-trained DLAS model for both intact prostate and prostate bed as analyzed in this …
… The pCT-trained DLAS model for both intact prostate and prostate bed as analyzed in this …
[HTML][HTML] Deep learning-based affine medical image registration for multimodal minimal-invasive image-guided interventions–A comparative study on generalizability
A Strittmatter, LR Schad, FG Zöllner - Zeitschrift für Medizinische Physik, 2024 - Elsevier
… as benchmark and a conventional affine registration with … and transrectal ultrasound images
of prostate cancer patients). … for deformable image registration, and achieved good affine …
of prostate cancer patients). … for deformable image registration, and achieved good affine …
CT-CBCT deformable registration using weakly-supervised artifact-suppression transfer learning network
D Tian, G Sun, H Zheng, S Yu… - Physics in Medicine & …, 2023 - iopscience.iop.org
… CT-CBCT deformable registration, whose data … deformable registration method with
multi-stage neural networks, which can effectively suppress artifacts and further improve registration …
multi-stage neural networks, which can effectively suppress artifacts and further improve registration …
Deep learning in medical image registration: a review
… for lung and brain registration using benchmark datasets. Lastly, … the method on inter-subject
MR prostate image registration … to perform deformable MR-US prostate image registration. …
MR prostate image registration … to perform deformable MR-US prostate image registration. …