Deep learning approaches using 2D and 3D convolutional neural networks for generating male pelvic synthetic computed tomography from magnetic resonance imaging

Comparative study of algorithms for synthetic CT generation from MRI: Consequences for MRI-guided radiation planning in the pelvic region

(2018) Hossein Arabi et al.   MEDICAL PHYSICS

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

MR-based synthetic CT generation using a deep convolutional neural network method

(2017) Xiao Han   MEDICAL PHYSICS

Evaluation of a multi-atlas CT synthesis approach for MRI-only radiotherapy treatment planning

(2017) F. Guerreiro et al.   Physica Medica-European Journal of Medical Physics

A review of substitute CT generation for MRI-only radiation therapy

(2017) Jens M. Edmund et al.   Radiation Oncology

Feasibility and limitations of bulk density assignment in MRI for head and neck IMRT treatment planning

(2017) Alexander L. Chin 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

Implementation of a Novel Algorithm For Generating Synthetic CT Images From Magnetic Resonance Imaging Data Sets for Prostate Cancer Radiation Therapy

(2015) Joshua Kim et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

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

Accuracy of UTE-MRI-based patient setup for brain cancer radiation therapy

(2015) Yingli Yang 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

Quantitative characterizations of ultrashort echo (UTE) images for supporting air–bone separation in the head

(2015) Shu-Hui Hsu 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

Evaluating organ delineation, dose calculation and daily localization in an open-MRI simulation workflow for prostate cancer patients

(2015) Anthony Doemer et al.   Radiation Oncology

A criterion for the reliable use of MRI-only radiotherapy

(2014) Marie E Korsholm et al.   Radiation Oncology

The Value of Magnetic Resonance Imaging for Radiotherapy Planning

(2014) Piet Dirix et al.   SEMINARS IN RADIATION ONCOLOGY

Clinical target volume definition for glioblastoma radiotherapy planning: magnetic resonance imaging and computed tomography

(2013) A. Fiorentino et al.   Clinical & Translational Oncology

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

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

Concurrent segmentation of the prostate on MRI and CT via linked statistical shape models for radiotherapy planning

(2012) Najeeb Chowdhury et al.   MEDICAL PHYSICS

CT substitute derived from MRI sequences with ultrashort echo time

(2011) Adam Johansson et al.   MEDICAL PHYSICS

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

elastix: A Toolbox for Intensity-Based Medical Image Registration

(2009) S. Klein et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Dedicated Magnetic Resonance Imaging in the Radiotherapy Clinic

(2009) Mikael Karlsson et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Radiographic and Anatomic Basis for Prostate Contouring Errors and Methods to Improve Prostate Contouring Accuracy

(2009) Patrick W. McLaughlin et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Technology Insight: water diffusion MRI—a potential new biomarker of response to cancer therapy

(2008) Daniel M Patterson et al.   Nature clinical practice. Oncology