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Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework Shiri Lord, Isaac; Vafaei Sadr, Alireza; Amini, Mehdi; Salimi, Yazdan; ... Zaidi, Habib 2022
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COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients Shiri Lord, Isaac; Salimi, Yazdan; Pakbin, Masoumeh; Hajianfar, Ghasem; ... Zaidi, Habib 2022
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Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images Shiri Lord, Isaac; Amini, Mehdi; Nazari, Mostafa; Hajianfar, Ghasem; ... Zaidi, Habib 2022
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High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms Shiri Lord, Isaac; Mostafaei, Shayan; Haddadi Avval, Atlas; Salimi, Yazdan; ... Zaidi, Habib 2022
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Multi-level multi-modality (PET and CT) fusion radiomics: Prognostic modeling for non-small cell lung carcinoma Amini, Mehdi; Nazari, Mostafa; Shiri Lord, Isaac; Hajianfar, Ghasem; ... Zaidi, Habib 2021
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Machine Learning-based Prognostic Modeling using Clinical Data and Quantitative Radiomic Features from Chest CT Images in COVID-19 Patients Shiri Lord, Isaac; Sorouri, Majid; Geramifar, Parham; Nazari, Mostafa; ... Zaidi, Habib 2021
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Artificial intelligence-driven assessment of radiological images for COVID-19 Bouchareb, Yassine; Moradi Khaniabadi, Pegah; Al Kindi, Faiza; Al Dhuhli, Humoud; ... Rahmim, Arman 2021
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Repeatability of radiomic features in magnetic resonance imaging of glioblastoma: test-retest and image registration analyses Shiri Lord, Isaac; Hajianfar, Ghasem; Sohrabi, Ahmad; Abdollahi, Hamid; ... Rahmim, Arman 2020
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A theranostic approach based on radiolabeled antiviral drugs, antibodies and CRISPR-associated proteins for early detection and treatment of SARS-CoV-2 disease Shiri Lord, Isaac; Abdollahi, Hamid; Atashzar, Mohammad Reza; Rahmim, Arman; Zaidi, Habib 2020
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Deep-JASC: joint attenuation and scatter correction in whole-body 18F-FDG PET using a deep residual network Shiri Lord, Isaac; Arabi, Hossein; Geramifar, Parham; Hajianfar, Ghasem; ... Zaidi, Habib 2020
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Next-Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Algorithms Shiri Lord, Isaac; Maleki, Hasan; Hajianfar, Ghasem; Abdollahi, Hamid; ... Rahmim, Arman 2020
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Dynamic whole-body PET imaging: principles, potentials and applications Rahmim, Arman; Lodge, Martin A.; Karakatsanis, Nicolas A.; Panin, Vladimir Y.; ... Wahl, Richard L. 2019
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Whole-body direct 4D parametric PET imaging employing nested generalized Patlak expectation-maximization reconstruction Karakatsanis, Nicolas A; Casey, Michael E; Lodge, Martin A; Rahmim, Arman; Zaidi, Habib 2016
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Generalized whole-body Patlak parametric imaging for enhanced quantification in clinical PET. Karakatsanis, Nicolas A; Zhou, Yun; Lodge, Martin A; Casey, Michael E; ... Rahmim, Arman 2015
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Quantification of PET and CT misalignment errors due to bulk motion in cardiac PET/CT imaging: Phantom and clinical and studies Ghafarian, Pardis; Ay, Mohammad Reza; Fard-Esfahani, A; Rahmim, Arman; Zaidi, Habib 2014
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Derivation of attenuation map for attenuation correction of PET data in the presence of nanoparticulate contrast agents using spectral CT imaging Ghadiri, Hossein; Shiran, Mohammad Bagher; Soltanian-Zadeh, Hamid; Rahmim, Arman; ... Ay, Mohammad Reza 2014
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Four-Dimensional Image Reconstruction Strategies in Cardiac-Gated and Respiratory-Gated PET Imaging Rahmim, Arman; Tang, Jing; Zaidi, Habib 2013
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3D Prior Image Constrained Projection Completion for X-ray CT Metal Artifact Reduction Mehranian, Abolfazl; Ay, Mohammad Reza; Rahmim, Arman; Zaidi, Habib 2013
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X-ray CT metal artifact reduction using wavelet domain L0 sparse regularization Mehranian, Abolfazl; Ay, Mohammad Reza; Rahmim, Arman; Zaidi, Habib 2013
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An ordered-subsets proximal preconditioned gradient algorithm for edge-preserving PET image reconstruction Mehranian, Abolfazl; Rahmim, Arman; Ay, Mohammad Reza; Kotasidis, Fotis; Zaidi, Habib 2013
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