[HTML][HTML] Results of 2023 survey on the use of synthetic computed tomography for magnetic resonance Imaging-only radiotherapy: Current status and future steps
Background and purpose The emergence of synthetic CT (sCT) in MR-guided radiotherapy
(MRgRT) represents a significant advancement, supporting MR-only workflows and online …
(MRgRT) represents a significant advancement, supporting MR-only workflows and online …
[HTML][HTML] Indirect deformable image registration using synthetic image generated by unsupervised deep learning
Background and purpose 3D image registration is now common in many medical domains.
Multimodal registration implies the use of different imaging modalities, which results in lower …
Multimodal registration implies the use of different imaging modalities, which results in lower …
Balancing data consistency and diversity: Preprocessing and online data augmentation for multi-center deep learning-based MR-to-CT synthesis
Abstract Background and Purpose: Deep learning (DL)-based MR-to-CT translation is
crucial for MRI-only radiotherapy, enabling dose planning directly from MRI and bypassing …
crucial for MRI-only radiotherapy, enabling dose planning directly from MRI and bypassing …
Weakly supervised large-scale pancreatic cancer detection using multi-instance learning
Introduction Early detection of pancreatic cancer continues to be a challenge due to the
difficulty in accurately identifying specific signs or symptoms that might correlate with the …
difficulty in accurately identifying specific signs or symptoms that might correlate with the …
Using Colour Image Segmentation with Magnetic Resonance Images for Computed Tomography Synthesis
J Faucher - 2024 - escholarship.mcgill.ca
This chapter presents a manuscript that will be submitted to Physica Medica: European
Journal of Medical Physics. This work describes our novel approach to CT synthesis …
Journal of Medical Physics. This work describes our novel approach to CT synthesis …
[PDF][PDF] Physics and Imaging in Radiation Oncology
Background and purpose: Magnetic resonance imaging (MRI)-to-computed tomography
(CT) synthesis is essential in MRI-only radiotherapy work ows, particularly through deep …
(CT) synthesis is essential in MRI-only radiotherapy work ows, particularly through deep …
[HTML][HTML] 3D Unsupervised deep learning method for magnetic resonance imaging-to-computed tomography synthesis in prostate radiotherapy
Background and purpose Magnetic resonance imaging (MRI)-to-computed tomography (CT)
synthesis is essential in MRI-only radiotherapy workflows, particularly through deep learning …
synthesis is essential in MRI-only radiotherapy workflows, particularly through deep learning …