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#TitleJournalYearCitations
1Design and performance evaluation of a whole-body Ingenuity TF PET–MRI systemPhysics in Medicine and Biology2011370
2An outlook on future design of hybrid PET/MRI systemsMedical Physics2011160
3The promise of artificial intelligence and deep learning in PET and SPECT imagingPhysica Medica2021153
4Dynamic whole-body PET imaging: principles, potentials and applicationsEuropean Journal of Nuclear Medicine and Molecular Imaging2019145
5Vision 20/20: Magnetic resonance imaging‐guided attenuation correction in PET/MRI: Challenges, solutions, and opportunitiesMedical Physics2016121
6Applications of artificial intelligence and deep learning in molecular imaging and radiotherapyEuropean Journal of Hybrid Imaging2020106
7Comparative study of algorithms for synthetic CT generation from MRI: Consequences for MRI‐guided radiation planning in the pelvic regionMedical Physics201894
8Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patientsComputers in Biology and Medicine202192
9Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning AlgorithmsMolecular Imaging and Biology202090
10MFP-Unet: A novel deep learning based approach for left ventricle segmentation in echocardiographyPhysica Medica201988
11Noninvasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomic features and machine learningRadiologia Medica202088
12Gender differences in healthy aging and Alzheimer's Dementia: A 18F‐FDG‐PET study of brain and cognitive reserveHuman Brain Mapping201787
13Towards enhanced PET quantification in clinical oncologyBritish Journal of Radiology201886
14Clinical utility of FDG PET in Parkinson’s disease and atypical parkinsonism associated with dementiaEuropean Journal of Nuclear Medicine and Molecular Imaging201886
15Joint Estimation of Activity and Attenuation in Whole-Body TOF PET/MRI Using Constrained Gaussian Mixture ModelsIEEE Transactions on Medical Imaging201585
16Clinical validity of brain fluorodeoxyglucose positron emission tomography as a biomarker for Alzheimer's disease in the context of a structured 5-phase development frameworkNeurobiology of Aging201785
17Impact of Time-of-Flight PET on Quantification Errors in MR Imaging–Based Attenuation CorrectionJournal of Nuclear Medicine201582
18Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imagingEuropean Journal of Nuclear Medicine and Molecular Imaging202182
19Atlas-guided generation of pseudo-CT images for MRI-only and hybrid PET–MRI-guided radiotherapy treatment planningPhysics in Medicine and Biology201678
20Comparative Study With New Accuracy Metrics for Target Volume Contouring in PET Image Guided Radiation TherapyIEEE Transactions on Medical Imaging201275
21Deep-JASC: joint attenuation and scatter correction in whole-body 18F-FDG PET using a deep residual networkEuropean Journal of Nuclear Medicine and Molecular Imaging202073
22X-ray CT Metal Artifact Reduction Using Wavelet Domain <formula formulatype="inline"><tex Notation="TeX">$L_{0}$</tex></formula> Sparse RegularizationIEEE Transactions on Medical Imaging201372
23Novel adversarial semantic structure deep learning for MRI-guided attenuation correction in brain PET/MRIEuropean Journal of Nuclear Medicine and Molecular Imaging201972
24A new deep convolutional neural network design with efficient learning capability: Application to CT image synthesis from MRIMedical Physics202071
25Radiomics-based machine learning model to predict risk of death within 5-years in clear cell renal cell carcinoma patientsComputers in Biology and Medicine202170
26Radiomics for classification of bone mineral loss: A machine learning studyDiagnostic and Interventional Imaging202068
27Comparative methods for PET image segmentation in pharyngolaryngeal squamous cell carcinomaEuropean Journal of Nuclear Medicine and Molecular Imaging201267
28Projection Space Implementation of Deep Learning–Guided Low-Dose Brain PET Imaging Improves Performance over Implementation in Image SpaceJournal of Nuclear Medicine202066
29Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural networkEuropean Radiology202166
30CT imaging markers to improve radiation toxicity prediction in prostate cancer radiotherapy by stacking regression algorithmRadiologia Medica202064
31MRI-guided attenuation correction in whole-body PET/MR: assessment of the effect of bone attenuationAnnals of Nuclear Medicine201359
32Noninvasive O6 Methylguanine-DNA Methyltransferase Status Prediction in Glioblastoma Multiforme Cancer Using Magnetic Resonance Imaging Radiomics Features: Univariate and Multivariate Radiogenomics AnalysisWorld Neurosurgery201959
33Comparison of different deep learning architectures for synthetic CT generation from MR imagesPhysica Medica202158
34Advanced kinetic modelling strategies: towards adoption in clinical PET imagingClinical and Translational Imaging201457
35Standard SPECT myocardial perfusion estimation from half-time acquisitions using deep convolutional residual neural networksJournal of Nuclear Cardiology202156
36Does whole-body Patlak 18F-FDG PET imaging improve lesion detectability in clinical oncology?European Radiology201954
37Whole-body voxel-based internal dosimetry using deep learningEuropean Journal of Nuclear Medicine and Molecular Imaging202154
38Non-small cell lung carcinoma histopathological subtype phenotyping using high-dimensional multinomial multiclass CT radiomics signatureComputers in Biology and Medicine202154
39Clinical Assessment of MR-Guided 3-Class and 4-Class Attenuation Correction in PET/MRMolecular Imaging and Biology201553
40Deep learning‐guided joint attenuation and scatter correction in multitracer neuroimaging studiesHuman Brain Mapping202052
41Treatment response prediction using MRI‐based pre‐, post‐, and delta‐radiomic features and machine learning algorithms in colorectal cancerMedical Physics202151
42Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT imagesComputers in Biology and Medicine202250
43NEMA NU-04-based performance characteristics of the LabPET-8™ small animal PET scannerPhysics in Medicine and Biology201149
44Potential Applications of PET/MR Imaging in CardiologyJournal of Nuclear Medicine201448
45Repeatability of radiomic features in magnetic resonance imaging of glioblastoma: Test–retest and image registration analysesMedical Physics202048
46Deep learning-based auto-segmentation of organs at risk in high-dose rate brachytherapy of cervical cancerRadiotherapy and Oncology202148
47Spatially guided nonlocal mean approach for denoising of PET imagesMedical Physics202047
48Artificial intelligence-driven assessment of radiological images for COVID-19Computers in Biology and Medicine202147
49Effect of glucocorticoids on growth and bone mineral density in children with nephrotic syndromeEuropean Journal of Pediatrics201546
50Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical InformationJournal of Digital Imaging202146