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Synthetic PET via Domain Translation of 3-D MRI
Abhejit Rajagopal
, Yutaka Natsuaki
, Kristen Wangerin
, Mahdjoub Hamdi
,
Hongyu An
, John J. Sunderland
,
Richard Laforest
, Paul E. Kinahan
, Peder E.Z. Larson
, Thomas A. Hope
Division of Radiological Sciences
Roy and Diana Vagelos Division of Biology & Biomedical Sciences (DBBS)
DBBS - Neurosciences
Biomedical Research Lab
Institute of Clinical and Translational Sciences (ICTS)
Siteman Cancer Center
Precision Radiotheranostics Translation Center (PRTC)
Research output
:
Contribution to journal
›
Article
›
peer-review
9
Scopus citations
Overview
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Keyphrases
PET-MRI
100%
Domain Translation
100%
Physiologic
66%
Sinogram
66%
Reconstruction Algorithm
66%
CT-based Attenuation Correction
66%
MR-based Attenuation Correction
66%
Whole-body
33%
Liver
33%
Reconstruction Method
33%
PET Image
33%
Deep Learning Methods
33%
Kidney
33%
Development Evaluation
33%
Bladder
33%
Positron Emission Tomography-computed Tomography (PET-CT)
33%
FDG Uptake
33%
18F-fluorodeoxyglucose Positron Emission Tomography (18F-FDG PET)
33%
CT-MRI
33%
T1-weighted MRI
33%
Algorithm Development
33%
Development Validation
33%
Total-body PET/CT
33%
Whole-body MRI
33%
Synthetic Data
33%
Correction Method
33%
PET Image Reconstruction
33%
MRI Reconstruction
33%
PET Quantification
33%
U-Net
33%
Large Dynamic Range
33%
Line of Response
33%
Balanced Loss Function
33%
Data pipeline
33%
Computer Science
reconstruction algorithm
100%
Synthetic Data
50%
Deep Learning Technique
50%
Correction Method
50%
Algorithm Development
50%
Medicine and Dentistry
Magnetic Resonance Imaging
100%
Polyethylene Terephthalate
100%
Positron Emission Tomography - Magnetic Resonance Imaging
30%
Fluorodeoxyglucose F 18
20%
Positron Emission Tomography-Computed Tomography
10%
Bladder
10%
Whole Body MRI
10%
Whole Body PET
10%
Neuroscience
Magnetic Resonance Imaging
100%
Positron Emission Tomography
100%
Fluorine-18
14%
Positron Emission Tomography-Computed Tomography
7%
Whole-Body Magnetic Resonance Imaging
7%
Agricultural and Biological Sciences
Magnetic Resonance Imaging
100%
Polyethylene Terephthalate
100%
Bladder
6%
Deep Learning Method
6%
Earth and Planetary Sciences
Polyethylene Terephthalate
100%
Dynamic Range
6%