MR-based synthetic CT generation using a deep convolutional neural network method
Published 2017 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
MR-based synthetic CT generation using a deep convolutional neural network method
Authors
Keywords
-
Journal
MEDICAL PHYSICS
Volume 44, Issue 4, Pages 1408-1419
Publisher
Wiley
Online
2017-02-14
DOI
10.1002/mp.12155
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Large scale deep learning for computer aided detection of mammographic lesions
- (2017) Thijs Kooi et al. MEDICAL IMAGE ANALYSIS
- Improving Computer-Aided Detection Using_newlineConvolutional Neural Networks and Random View Aggregation
- (2016) Holger R. Roth et al. IEEE TRANSACTIONS ON MEDICAL IMAGING
- MR image-based synthetic CT for IMRT prostate treatment planning and CBCT image-guided localization
- (2016) Shupeng Chen et al. Journal of Applied Clinical Medical Physics
- A patch-based pseudo-CT approach for MRI-only radiotherapy in the pelvis
- (2016) Daniel Andreasen et al. MEDICAL PHYSICS
- TU-AB-BRA-02: An Efficient Atlas-Based Synthetic CT Generation Method
- (2016) X Han MEDICAL PHYSICS
- Atlas-guided generation of pseudo-CT images for MRI-only and hybrid PET–MRI-guided radiotherapy treatment planning
- (2016) Hossein Arabi et al. PHYSICS IN MEDICINE AND BIOLOGY
- Automatic Substitute Computed Tomography Generation and Contouring for Magnetic Resonance Imaging (MRI)-Alone External Beam Radiation Therapy From Standard MRI Sequences
- (2015) Jason A. Dowling et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Magnetic Resonance–Based Automatic Air Segmentation for Generation of Synthetic Computed Tomography Scans in the Head Region
- (2015) Weili Zheng et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- Fast Patch-Based Pseudo-CT Synthesis from T1-Weighted MR Images for PET/MR Attenuation Correction in Brain Studies
- (2015) A. Torrado-Carvajal et al. JOURNAL OF NUCLEAR MEDICINE
- Patch-based generation of a pseudo CT from conventional MRI sequences for MRI-only radiotherapy of the brain
- (2015) Daniel Andreasen et al. MEDICAL PHYSICS
- Generation of brain pseudo-CTs using an undersampled, single-acquisition UTE-mDixon pulse sequence and unsupervised clustering
- (2015) Kuan-Hao Su et al. MEDICAL PHYSICS
- Technical Note: MRI only prostate radiotherapy planning using the statistical decomposition algorithm
- (2015) Carl Siversson et al. MEDICAL PHYSICS
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Deep convolutional neural networks for multi-modality isointense infant brain image segmentation
- (2015) Wenlu Zhang et al. NEUROIMAGE
- Radiotherapy planning using MRI
- (2015) Maria A Schmidt et al. PHYSICS IN MEDICINE AND BIOLOGY
- Generating patient specific pseudo-CT of the head from MR using atlas-based regression
- (2015) J Sjölund et al. PHYSICS IN MEDICINE AND BIOLOGY
- Probabilistic Air Segmentation and Sparse Regression Estimated Pseudo CT for PET/MR Attenuation Correction
- (2015) Yasheng Chen et al. RADIOLOGY
- MRI-based treatment planning with pseudo CT generated through atlas registration
- (2014) Jinsoo Uh et al. MEDICAL PHYSICS
- A unifying probabilistic Bayesian approach to derive electron density from MRI for radiation therapy treatment planning
- (2014) Madhu Sudhan Reddy Gudur et al. PHYSICS IN MEDICINE AND BIOLOGY
- A voxel-based investigation for MRI-only radiotherapy of the brain using ultra short echo times
- (2014) Jens M Edmund et al. PHYSICS IN MEDICINE AND BIOLOGY
- Improved quality of computed tomography substitute derived from magnetic resonance (MR) data by incorporation of spatial information – potential application for MR-only radiotherapy and attenuation correction in positron emission tomography
- (2013) Adam Johansson et al. ACTA ONCOLOGICA
- Magnetic Resonance–Based Attenuation Correction for PET/MR Hybrid Imaging Using Continuous Valued Attenuation Maps
- (2013) Bharath K. Navalpakkam et al. INVESTIGATIVE RADIOLOGY
- A dual model HU conversion from MRI intensity values within and outside of bone segment for MRI-based radiotherapy treatment planning of prostate cancer
- (2013) Juha Korhonen et al. MEDICAL PHYSICS
- Investigation of a method for generating synthetic CT models from MRI scans of the head and neck for radiation therapy
- (2013) Shu-Hui Hsu et al. PHYSICS IN MEDICINE AND BIOLOGY
- MRI-based treatment plan simulation and adaptation for ion radiotherapy using a classification-based approach
- (2013) Christopher M Rank et al. Radiation Oncology
- MRI-based simulation of treatment plans for ion radiotherapy in the brain region
- (2013) Christopher M. Rank et al. RADIOTHERAPY AND ONCOLOGY
- T1/T2*-weighted MRI provides clinically relevant pseudo-CT density data for the pelvic bones in MRI-only based radiotherapy treatment planning
- (2012) Mika Kapanen et al. ACTA ONCOLOGICA
- An Atlas-Based Electron Density Mapping Method for Magnetic Resonance Imaging (MRI)-Alone Treatment Planning and Adaptive MRI-Based Prostate Radiation Therapy
- (2012) Jason A. Dowling et al. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS
- MRI-Based Attenuation Correction for Hybrid PET/MRI Systems: A 4-Class Tissue Segmentation Technique Using a Combined Ultrashort-Echo-Time/Dixon MRI Sequence
- (2012) Y. Berker et al. JOURNAL OF NUCLEAR MEDICINE
- MRI simulation for radiotherapy treatment planning
- (2012) Slobodan Devic MEDICAL PHYSICS
- CT substitute derived from MRI sequences with ultrashort echo time
- (2011) Adam Johansson et al. MEDICAL PHYSICS
- Toward Implementing an MRI-Based PET Attenuation-Correction Method for Neurologic Studies on the MR-PET Brain Prototype
- (2010) C. Catana et al. JOURNAL OF NUCLEAR MEDICINE
- MRI-Based Attenuation Correction for PET/MRI Using Ultrashort Echo Time Sequences
- (2010) V. Keereman et al. JOURNAL OF NUCLEAR MEDICINE
- MR-based attenuation correction for hybrid PET-MR brain imaging systems using deformable image registration
- (2010) Eduard Schreibmann et al. MEDICAL PHYSICS
- Tissue Classification as a Potential Approach for Attenuation Correction in Whole-Body PET/MRI: Evaluation with PET/CT Data
- (2009) A. Martinez-Moller et al. JOURNAL OF NUCLEAR MEDICINE
- Towards quantitative PET/MRI: a review of MR-based attenuation correction techniques
- (2008) Matthias Hofmann et al. EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING
- MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration
- (2008) M. Hofmann et al. JOURNAL OF NUCLEAR MEDICINE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreDiscover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversation