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Journal Article
Journal Article
Journal Article
Medical Physics, ISSN 0094-2405, 03/2016, Volume 43, Issue 3, pp. 1550 - 1562
Purpose: Magnetic resonance (MR) images are affected by geometric distortions due to the specifics of the MR scanner and patient anatomy. Quantifying the... 
biomedical MRI | MR image distortions | Segmentation | Conformal radiation treatment | finite difference methods | pneumodynamics | Tissues | phantoms | Pneumodyamics, respiration | Digital computing or data processing equipment or methods, specially adapted for specific applications | organ motion | Involving electronic [emr] or nuclear [nmr] magnetic resonance, e.g. magnetic resonance imaging | image segmentation | Clinical applications | Tissue response | 4D distortions | tumours | medical image processing | Image scanners | Magnetic resonance | Analysis of motion | Biological material, e.g. blood, urine; Haemocytometers | image motion analysis | lung | Lungs | Image data processing or generation, in general | radiation therapy | MR‐guided radiation therapy | Magnetic susceptibilities | Medical magnetic resonance imaging | magnetic susceptibility | Magnetic fields | Cancer | MR-guided radiation therapy | SYSTEM | LUNG | 3D PHANTOM | MANAGEMENT | MAGNETIC-SUSCEPTIBILITY | ACCELERATOR | TRACKING | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | GEOMETRIC DISTORTION | Magnetic Resonance Imaging | Movement | Radiotherapy, Image-Guided - methods | Humans | Lung Neoplasms - radiotherapy | Lung Neoplasms - diagnostic imaging | Lung Neoplasms - physiopathology | Respiration | Four-Dimensional Computed Tomography | Cone-Beam Computed Tomography
Journal Article
Journal Article
Medical Physics, ISSN 0094-2405, 08/2018, Volume 45, Issue 8, pp. 3705 - 3712
Purpose Magnetic resonance imaging is expected to play a more important role in radiation therapy given the recent developments in MR‐guided technologies. MR... 
scanner‐related distortions | finite element methods | MRI | radiation therapy | quality assurance and control | boundary value problem | phantom design | harmonic analysis | MR image distortion field | scanner-related distortions | SYSTEM | 3D PHANTOM | RADIATION-THERAPY | RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING | GEOMETRIC DISTORTION
Journal Article
International Journal of Imaging Systems and Technology, ISSN 0899-9457, 12/2019, Volume 29, Issue 4, pp. 476 - 482
Accurate extraction of brain tissues from magnetic resonance (MR) images is important in neuroradiology. However, brain extraction is more difficult for... 
dual frame 3D U‐net | HCP database | pediatric brain extraction | dual frame 3D U-net
Journal Article
Digital Signal Processing, ISSN 1051-2004, 03/2020, Volume 98, p. 102649
Accurate segmentation of the prostate gland from Magnetic Resonance (MR) images is still a challenging problem due to large variability and heterogeneity in... 
3D U-shape network | Coarse-to-fine | Prostate segmentation | Iterative localization | MR Images | ZONAL SEGMENTATION | DEEP | MAGNETIC-RESONANCE | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
Pattern Recognition, ISSN 0031-3203, 03/2017, Volume 63, pp. 518 - 530
In this paper, we introduce a dictionary learning based approach applied to the problem of real-time reconstruction of MR image sequences that are highly... 
Compressive sensing | Dynamic 3D MRI | Image reconstruction | Dictionary learning | RECOVERY | SEQUENCES | ALGORITHM | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Magnetic resonance imaging | Algorithms | Machine learning
Journal Article