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Author Details

Arman Rahmim
BC Cancer Research Institute, University of British Columbia
2004
201
38
PMIDPaper TitleJournal TitlePublished Year
37475591Information fusion for fully automated segmentation of head and neck tumors from PET and CT images.Med Phys2024
37976611Assessing privacy leakage in synthetic 3-D PET imaging using transversal GAN.Comput Methods Programs Biomed2024
36355196Deep learning-based harmonization of CT reconstruction kernels towards improved clinical task performance.Eur Radiol2023
37529208A Guide to Cross-Validation for Artificial Intelligence in Medical Imaging.Radiol Artif Intell2023
37525027A GATE simulation study for dosimetry in cancer cell and micrometastasis from the <sup>225</sup>Ac decay chain.EJNMMI Phys2023
37620051Ethical Considerations for Artificial Intelligence in Medical Imaging: Deployment and Governance.J Nucl Med2023
37700937Standardized Radiomics Analysis of Clinical Myocardial Perfusion Stress SPECT Images to Identify Coronary Artery Calcification.Cureus2023
37579523Prediction of Parkinson's disease pathogenic variants using hybrid Machine learning systems and radiomic features.Phys Med2023
37883015Artificial Intelligence-Driven Single-Shot PET Image Artifact Detection and Disentanglement: Toward Routine Clinical Image Quality Assurance.Clin Nucl Med2023
37682303Differential privacy preserved federated transfer learning for multi-institutional <sup>68</sup>Ga-PET image artefact detection and disentanglement.Eur J Nucl Med Mol Imaging2023
37573246Radiopharmaceutical therapy on-a-chip: a perspective on microfluidic-driven digital twins towards personalized cancer therapies.Sci Bull (Beijing)2023
37493872Radiomics predictive modeling from dual-time-point FDG PET K<sub>i</sub> parametric maps: application to chemotherapy response in lymphoma.EJNMMI Res2023
37453942CT radiomics analysis of primary colon cancer patients with or without liver metastases: a correlative study with [<sup>18</sup>F]FDG PET uptake values.Abdom Radiol (NY)2023
37116913Artificial Intelligence Algorithms Need to Be Explainable-or Do They?J Nucl Med2023
37238180Deep versus Handcrafted Tensor Radiomics Features: Prediction of Survival in Head and Neck Cancer Using Machine Learning and Fusion Techniques.Diagnostics (Basel)2023
37238175Prediction of Cognitive Decline in Parkinson's Disease Using Clinical and DAT SPECT Imaging Features, and Hybrid Machine Learning Systems.Diagnostics (Basel)2023
37171485Radiomics and dosiomics-based prediction of radiotherapy-induced xerostomia in head and neck cancer patients.Int J Radiat Biol2023
37071976<sup>177</sup>Lu SPECT imaging in the presence of<sup>90</sup>Y: does<sup>90</sup>Y degrade image quantification? a simulation study.Biomed Phys Eng Express2023
37037147Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss.Comput Biol Med2023
37473589Fusion-based tensor radiomics using reproducible features: Application to survival prediction in head and neck cancer.Comput Methods Programs Biomed2023
37395538Machine learning in the positron emission tomography imaging of Alzheimer's disease.Nucl Med Commun2023
37064407Multicenter quantitative <sup>18</sup>F-fluorodeoxyglucose positron emission tomography performance harmonization: use of hottest voxels towards more robust quantification.Quant Imaging Med Surg2023
36522184Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem.J Nucl Med2023
36442961Multi-Scale Temporal Imaging: From Micro- and Meso- to Macro-scale-time Nuclear Medicine.PET Clin2023
36508026Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning.Eur J Nucl Med Mol Imaging2023
36895188Stimuli-sensitive nano-drug delivery with programmable size changes to enhance accumulation of therapeutic agents in tumors.Drug Deliv2023
36863782Theranostic Digital Twins: An Indispensable Prerequisite for Personalized Cancer Care.J Nucl Med2023
36657980Toward Single-Time-Point Image-Based Dosimetry of <sup>177</sup>Lu-PSMA-617 Therapy.J Nucl Med2023
36595257Application of novel hybrid machine learning systems and radiomics features for non-motor outcome prediction in Parkinson's disease.Phys Med Biol2023
34826826Motion in nuclear cardiology imaging: types, artifacts, detection and correction techniques.Phys Med Biol2022
35710559A spatiotemporal multi-scale computational model for FDG PET imaging at different stages of tumor growth and angiogenesis.Sci Rep2022
35442222Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework.Clin Nucl Med2022
35381490Testing the Ability of Convolutional Neural Networks to Learn Radiomic Features.Comput Methods Programs Biomed2022
35406449Context-Aware Saliency Guided Radiomics: Application to Prediction of Outcome and HPV-Status from Multi-Center PET/CT Images of Head and Neck Cancer.Cancers (Basel)2022
35732594Associations of Vascular Risk and Amyloid Burden with Subsequent Dementia.Ann Neurol2022
35836388Harmonization based on quantitative analysis of standardized uptake value variations across PET/CT scanners: a multicenter phantom study.Nucl Med Commun2022
35490641Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning.Comput Biol Med2022
35561699Radiomics-guided radiation therapy: opportunities and challenges.Phys Med Biol2022
35618476Nuclear Medicine and Artificial Intelligence: Best Practices for Evaluation (the RELAINCE Guidelines).J Nucl Med2022
36591527Theranostic digital twins for personalized radiopharmaceutical therapies: Reimagining theranostics <i>via</i> computational nuclear oncology.Front Oncol2022
36475225Development of a CT-Based Auto-Segmentation Model for Prostate-Specific Membrane Antigen (PSMA) Positron Emission Tomography-Delineated Tubarial Glands.Cureus2022
36208131COMP Report: CPQR technical quality control guidelines for use of positron emission tomography/computed tomography in radiation treatment planning.J Appl Clin Med Phys2022
36028541Spatiotemporal multi-scale modeling of radiopharmaceutical distributions in vascularized solid tumors.Sci Rep2022
35985341SPECT imaging of<sup>226</sup>Ac as a theranostic isotope for<sup>225</sup>Ac radiopharmaceutical development.Phys Med Biol2022
36162408Generation of<sup>18</sup>F-FDG PET standard scan images from short scans using cycle-consistent generative adversarial network.Phys Med Biol2022
36050434High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms.Sci Rep2022
36215849Two-step machine learning to diagnose and predict involvement of lungs in COVID-19 and pneumonia using CT radiomics.Comput Biol Med2022
36077686Lung Cancer Recurrence Risk Prediction through Integrated Deep Learning Evaluation.Cancers (Basel)2022
35016077Head and neck tumor segmentation in PET/CT: The HECKTOR challenge.Med Image Anal2022
35256576Optimized cocktail of 90Y/177Lu for radionuclide therapy of neuroendocrine tumors of various sizes: a simulation study.Nucl Med Commun2022
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Collaborators

Babak Saboury
Clinical Center
Co-authored papers 19
Abhinav K Jha
Washington University in St. Louis
Co-authored papers 17
Richard L Wahl
Mallinckrodt Institute of Radiology, Washington University in St. Louis
Co-authored papers 12
Ronald Boellaard
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Co-authored papers 6
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University of Iowa
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Ir??ne Buvat
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Co-authored papers 5
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University of Maryland Medical Intelligent Imaging (UM2ii) Center
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Joyita Dutta
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Massachussets General Hospital, Harvard Medical School
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Spyridon Bakas
Richards Medical Research Laboratories (S.B.)
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Piotr J Slomka
Cedars-Sinai Medical Center
Co-authored papers 2
Melissa D McCradden
University of Adelaide
Co-authored papers 2
Zoltan Mari
Lou Ruvo Center for Brain Health, Cleveland Clinic Nevada
Co-authored papers 2
Josef Coresh
Co-authored papers 2
Quanzheng Li
Massachusetts General Hospital
Co-authored papers 2
Christos Davatzikos
University of Pennsylvania
Co-authored papers 1
Baris Turkbey
National Cancer Institute, National Institutes of Health
Co-authored papers 1
Ronald M Summers
National Institutes of Health (NIH) Clinical Center
Co-authored papers 1
Elizabeth C Jones
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Evren Asma
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Release 1.2