[go: up one dir, main page]

Dasnoy-Sumell et al., 2022 - Google Patents

Locally tuned deformation fields combination for 2D cine-MRI-based driving of 3D motion models

Dasnoy-Sumell et al., 2022

View PDF
Document ID
4221333382592181259
Author
Dasnoy-Sumell D
Aspeel A
Souris K
Macq B
Publication year
Publication venue
Physica Medica

External Links

Snippet

Purpose To target mobile tumors in radiotherapy with the recent MR-Linac hardware solutions, research is being conducted to drive a 3D motion model with 2D cine-MRI to reproduce the breathing motion in 4D. This work presents a method to combine several …
Continue reading at www.researchgate.net (PDF) (other versions)

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10072Tomographic images
    • G06T2207/10084Hybrid tomography; Concurrent acquisition with multiple different tomographic modalities
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10072Tomographic images
    • G06T2207/10088Magnetic resonance imaging [MRI]
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61NELECTROTHERAPY; MAGNETOTHERAPY; RADIATION THERAPY; ULTRASOUND THERAPY
    • A61N5/00Radiation therapy
    • A61N5/10X-ray therapy; Gamma-ray therapy; Particle-irradiation therapy
    • A61N5/1048Monitoring, verifying, controlling systems and methods
    • A61N5/1064Monitoring, verifying, controlling systems and methods for adjusting radiation treatment in response to monitoring
    • A61N5/1065Beam adjustment
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R33/00Arrangements or instruments for measuring magnetic variables
    • G01R33/20Arrangements or instruments for measuring magnetic variables involving magnetic resonance
    • G01R33/44Arrangements or instruments for measuring magnetic variables involving magnetic resonance using nuclear magnetic resonance [NMR]
    • G01R33/48NMR imaging systems
    • G01R33/54Signal processing systems, e.g. using pulse sequences, Generation or control of pulse sequences ; Operator Console
    • G01R33/56Image enhancement or correction, e.g. subtraction or averaging techniques, e.g. improvement of signal-to-noise ratio and resolution

Similar Documents

Publication Publication Date Title
Zachiu et al. An improved optical flow tracking technique for real-time MR-guided beam therapies in moving organs
Liu et al. MRI-based treatment planning for liver stereotactic body radiotherapy: validation of a deep learning-based synthetic CT generation method
Keiper et al. Feasibility of real‐time motion tracking using cine MRI during MR‐guided radiation therapy for abdominal targets
US10293182B2 (en) Systems and methods for adaptive replanning based on multi-modality imaging
Harris et al. A technique for generating volumetric cine-magnetic resonance imaging
Florkow et al. Deep learning-enabled MRI-only photon and proton therapy treatment planning for paediatric abdominal tumours
JP6490661B2 (en) Improved surface tracking based motion management and adaptive external beam radiation therapy dynamic planning method
JP6053792B2 (en) Integration of user input and modification vector field modification in variable image registration workflow
Jassar et al. Real‐time motion monitoring using orthogonal cine MRI during MR‐guided adaptive radiation therapy for abdominal tumors on 1.5 T MR‐Linac
Xing et al. Computational challenges for image-guided radiation therapy: framework and current research
Dasnoy-Sumell et al. Locally tuned deformation fields combination for 2D cine-MRI-based driving of 3D motion models
Glitzner et al. On-line MR imaging for dose validation of abdominal radiotherapy
Stemkens et al. Effect of intra-fraction motion on the accumulated dose for free-breathing MR-guided stereotactic body radiation therapy of renal-cell carcinoma
Dai et al. Deep learning‐based motion tracking using ultrasound images
Dhont et al. RealDRR–Rendering of realistic digitally reconstructed radiographs using locally trained image-to-image translation
Romaguera et al. Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy
Zhang et al. 4D liver tumor localization using cone-beam projections and a biomechanical model
Huang et al. Deep learning‐based synthetization of real‐time in‐treatment 4D images using surface motion and pretreatment images: a proof‐of‐concept study
US9919163B2 (en) Methods, systems and computer readable storage media for determining optimal respiratory phase for treatment
Nie et al. A super‐resolution framework for the reconstruction of T2‐weighted (T2w) time‐resolved (TR) 4DMRI using T1w TR‐4DMRI as the guidance
Min et al. 4D-CT Lung registration using anatomy-based multi-level multi-resolution optical flow analysis and thin-plate splines
Nguyen et al. Adapting liver motion models using a navigator channel technique
Xiao et al. Ultra-fast multi-parametric 4D-MRI image reconstruction for real-time applications using a downsampling-invariant deformable registration (D2R) model
McClelland Estimating internal respiratory motion from respiratory surrogate signals using correspondence models
Meschini et al. An MRI framework for respiratory motion modelling validation