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Division of Nuclear Medicine and Molecular Imaging
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top-articles
Division of Nuclear Medicine and Molecular Imaging
193
(top 1%)
papers
5.8K
(top 1%)
citations
44
(top 1%)
h
-index
66
(top 1%)
g
-index
268
all documents
6.4K
doc citations
833
citing journals
Top Articles
#
Title
Journal
Year
Citations
1
Design and performance evaluation of a whole-body Ingenuity TF PET–MRI system
Physics in Medicine and Biology
2011
370
2
An outlook on future design of hybrid PET/MRI systems
Medical Physics
2011
160
3
The promise of artificial intelligence and deep learning in PET and SPECT imaging
Physica Medica
2021
153
4
Dynamic whole-body PET imaging: principles, potentials and applications
European Journal of Nuclear Medicine and Molecular Imaging
2019
145
5
Vision 20/20: Magnetic resonance imaging‐guided attenuation correction in PET/MRI: Challenges, solutions, and opportunities
Medical Physics
2016
121
6
Applications of artificial intelligence and deep learning in molecular imaging and radiotherapy
European Journal of Hybrid Imaging
2020
106
7
Comparative study of algorithms for synthetic
CT
generation from
MRI
: Consequences for
MRI
‐guided radiation planning in the pelvic region
Medical Physics
2018
94
8
Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients
Computers in Biology and Medicine
2021
92
9
Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Algorithms
Molecular Imaging and Biology
2020
90
10
MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiography
Physica Medica
2019
88
11
Noninvasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomic features and machine learning
Radiologia Medica
2020
88
12
Gender differences in healthy aging and Alzheimer's Dementia: A
18
F‐FDG‐PET study of brain and cognitive reserve
Human Brain Mapping
2017
87
13
Towards enhanced PET quantification in clinical oncology
British Journal of Radiology
2018
86
14
Clinical utility of FDG PET in Parkinson’s disease and atypical parkinsonism associated with dementia
European Journal of Nuclear Medicine and Molecular Imaging
2018
86
15
Joint Estimation of Activity and Attenuation in Whole-Body TOF PET/MRI Using Constrained Gaussian Mixture Models
IEEE Transactions on Medical Imaging
2015
85
16
Clinical validity of brain fluorodeoxyglucose positron emission tomography as a biomarker for Alzheimer's disease in the context of a structured 5-phase development framework
Neurobiology of Aging
2017
85
17
Impact of Time-of-Flight PET on Quantification Errors in MR Imaging–Based Attenuation Correction
Journal of Nuclear Medicine
2015
82
18
Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging
European Journal of Nuclear Medicine and Molecular Imaging
2021
82
19
Atlas-guided generation of pseudo-CT images for MRI-only and hybrid PET–MRI-guided radiotherapy treatment planning
Physics in Medicine and Biology
2016
78
20
Comparative Study With New Accuracy Metrics for Target Volume Contouring in PET Image Guided Radiation Therapy
IEEE Transactions on Medical Imaging
2012
75
21
Deep-JASC: joint attenuation and scatter correction in whole-body 18F-FDG PET using a deep residual network
European Journal of Nuclear Medicine and Molecular Imaging
2020
73
22
X-ray CT Metal Artifact Reduction Using Wavelet Domain <formula formulatype="inline"><tex Notation="TeX">$L_{0}$</tex></formula> Sparse Regularization
IEEE Transactions on Medical Imaging
2013
72
23
Novel adversarial semantic structure deep learning for MRI-guided attenuation correction in brain PET/MRI
European Journal of Nuclear Medicine and Molecular Imaging
2019
72
24
A new deep convolutional neural network design with efficient learning capability: Application to CT image synthesis from MRI
Medical Physics
2020
71
25
Radiomics-based machine learning model to predict risk of death within 5-years in clear cell renal cell carcinoma patients
Computers in Biology and Medicine
2021
70
26
Radiomics for classification of bone mineral loss: A machine learning study
Diagnostic and Interventional Imaging
2020
68
27
Comparative methods for PET image segmentation in pharyngolaryngeal squamous cell carcinoma
European Journal of Nuclear Medicine and Molecular Imaging
2012
67
28
Projection Space Implementation of Deep Learning–Guided Low-Dose Brain PET Imaging Improves Performance over Implementation in Image Space
Journal of Nuclear Medicine
2020
66
29
Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network
European Radiology
2021
66
30
CT imaging markers to improve radiation toxicity prediction in prostate cancer radiotherapy by stacking regression algorithm
Radiologia Medica
2020
64
31
MRI-guided attenuation correction in whole-body PET/MR: assessment of the effect of bone attenuation
Annals of Nuclear Medicine
2013
59
32
Noninvasive O6 Methylguanine-DNA Methyltransferase Status Prediction in Glioblastoma Multiforme Cancer Using Magnetic Resonance Imaging Radiomics Features: Univariate and Multivariate Radiogenomics Analysis
World Neurosurgery
2019
59
33
Comparison of different deep learning architectures for synthetic CT generation from MR images
Physica Medica
2021
58
34
Advanced kinetic modelling strategies: towards adoption in clinical PET imaging
Clinical and Translational Imaging
2014
57
35
Standard SPECT myocardial perfusion estimation from half-time acquisitions using deep convolutional residual neural networks
Journal of Nuclear Cardiology
2021
56
36
Does whole-body Patlak 18F-FDG PET imaging improve lesion detectability in clinical oncology?
European Radiology
2019
54
37
Whole-body voxel-based internal dosimetry using deep learning
European Journal of Nuclear Medicine and Molecular Imaging
2021
54
38
Non-small cell lung carcinoma histopathological subtype phenotyping using high-dimensional multinomial multiclass CT radiomics signature
Computers in Biology and Medicine
2021
54
39
Clinical Assessment of MR-Guided 3-Class and 4-Class Attenuation Correction in PET/MR
Molecular Imaging and Biology
2015
53
40
Deep learning‐guided joint attenuation and scatter correction in multitracer neuroimaging studies
Human Brain Mapping
2020
52
41
Treatment response prediction using MRI‐based pre‐, post‐, and delta‐radiomic features and machine learning algorithms in colorectal cancer
Medical Physics
2021
51
42
Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images
Computers in Biology and Medicine
2022
50
43
NEMA NU-04-based performance characteristics of the LabPET-8™ small animal PET scanner
Physics in Medicine and Biology
2011
49
44
Potential Applications of PET/MR Imaging in Cardiology
Journal of Nuclear Medicine
2014
48
45
Repeatability of radiomic features in magnetic resonance imaging of glioblastoma: Test–retest and image registration analyses
Medical Physics
2020
48
46
Deep learning-based auto-segmentation of organs at risk in high-dose rate brachytherapy of cervical cancer
Radiotherapy and Oncology
2021
48
47
Spatially guided nonlocal mean approach for denoising of PET images
Medical Physics
2020
47
48
Artificial intelligence-driven assessment of radiological images for COVID-19
Computers in Biology and Medicine
2021
47
49
Effect of glucocorticoids on growth and bone mineral density in children with nephrotic syndrome
European Journal of Pediatrics
2015
46
50
Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical Information
Journal of Digital Imaging
2021
46
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