Artificial intelligence for image registration in radiation oncology
Automatic image registration plays an important role in many aspects of the radiation
oncology workflow ranging from treatment simulation, image guided and adaptive …
oncology workflow ranging from treatment simulation, image guided and adaptive …
Optimization of mesh generation for geometric accuracy, robustness, and efficiency of biomechanical‐model‐based deformable image registration
Background Successful generation of biomechanical‐model‐based deformable image
registration (BM‐DIR) relies on user‐defined parameters that dictate surface mesh quality …
registration (BM‐DIR) relies on user‐defined parameters that dictate surface mesh quality …
Ablative margin quantification using deformable versus rigid image registration in colorectal liver metastasis thermal ablation: a retrospective single-center study
Purpose To investigate the correlation of minimal ablative margin (MAM) quantification using
biomechanical deformable (DIR) versus intensity-based rigid image registration (RIR) with …
biomechanical deformable (DIR) versus intensity-based rigid image registration (RIR) with …
Leveraging deep learning-based segmentation and contours-driven deformable registration for dose accumulation in abdominal structures
MM McCulloch, G Cazoulat, S Svensson… - Frontiers in …, 2022 - frontiersin.org
Purpose Discrepancies between planned and delivered dose to GI structures during
radiation therapy (RT) of liver cancer may hamper the prediction of treatment outcomes. The …
radiation therapy (RT) of liver cancer may hamper the prediction of treatment outcomes. The …
Fully automated deep learning based auto-contouring of liver segments and spleen on contrast-enhanced CT images
Manual delineation of liver segments on computed tomography (CT) images for
primary/secondary liver cancer (LC) patients is time-intensive and prone to inter/intra …
primary/secondary liver cancer (LC) patients is time-intensive and prone to inter/intra …
Quantification of Resection Margin following Sublobar Resection in Lung Cancer Patients through Pre-and Post-Operative CT Image Comparison: Utilizing a CT …
YH Lin, LW Chen, HJ Wang, MS Hsieh, CW Lu… - Cancers, 2024 - mdpi.com
Simple Summary This study introduces a CT-based 3D reconstruction algorithm for
measuring resection margins post sublobar resection in lung cancer patients. It aims to …
measuring resection margins post sublobar resection in lung cancer patients. It aims to …
A comprehensive lung CT landmark pair dataset for evaluating deformable image registration algorithms
ER Criscuolo, Y Fu, Y Hao, Z Zhang, D Yang - Medical Physics, 2024 - Wiley Online Library
Purpose Deformable image registration (DIR) is a key enabling technology in many
diagnostic and therapeutic tasks, but often does not meet the required robustness and …
diagnostic and therapeutic tasks, but often does not meet the required robustness and …
A comprehensive liver CT landmark pair dataset for evaluating deformable image registration algorithms
Z Zhang, ER Criscuolo, Y Hao, D Yang - arXiv preprint arXiv:2404.04427, 2024 - arxiv.org
Purpose: Evaluating deformable image registration (DIR) algorithms is vital for enhancing
algorithm performance and gaining clinical acceptance. However, there's a notable lack of …
algorithm performance and gaining clinical acceptance. However, there's a notable lack of …
Quantifying the Effect of 4-Dimensional Computed Tomography–Based Deformable Dose Accumulation on Representing Radiation Damage for Patients with Locally …
Purpose The aim of this study was to investigate the dosimetric and clinical effects of 4-
dimensional computed tomography (4DCT)–based longitudinal dose accumulation in …
dimensional computed tomography (4DCT)–based longitudinal dose accumulation in …
Improving Dose-Response Correlations For Locally Advanced Nsclc Patients Treated With Imrt Or Pspt
Y He - 2023 - digitalcommons.library.tmc.edu
The standard of care for locally advanced non-small cell lung cancer (NSCLC) is concurrent
chemo-radiotherapy. Despite recent advancements in radiation delivery methods, the …
chemo-radiotherapy. Despite recent advancements in radiation delivery methods, the …