Arabi, Hossein

 
 
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2022

Scientific Articles

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Active-PET: a multifunctional PET scanner with dynamic gantry size featuring high-resolution and high-sensitivity imaging: a Monte Carlo simulation studySanaat, Amirhossein; Jamalizadeh, Mahdi; Khanmohammadi, Hadi; Arabi, Hossein; Zaidi, Habib
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COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography imagesShiri Lord, Isaac; Arabi, Hossein; Salimi, Yazdan; Sanaat, Amirhossein; ... Zaidi, Habib
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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 patientsShiri Lord, Isaac; Salimi, Yazdan; Pakbin, Masoumeh; Hajianfar, Ghasem; ... Zaidi, Habib
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Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning FrameworkShiri Lord, Isaac; Vafaei Sadr, Alireza; Amini, Mehdi; Salimi, Yazdan; ... Zaidi, Habib
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Deep learning-based denoising of low-dose SPECT myocardial perfusion images: quantitative assessment and clinical performanceAghakhan Olia, Narges; Kamali-Asl, Alireza; Hariri Tabrizi, Sanaz; Geramifar, Parham; ... Zaidi, Habib
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Deep learning-guided attenuation correction in the image domain for myocardial perfusion SPECT imagingMostafapour, Samaneh; Gholamiankhah, Faeze; Maroufpour, Sirwan; Momennezhad, Mehdi; ... Zaidi, Habib
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Deep‐TOF‐PET : Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domainsSanaat, Amirhossein; Akhavanalaf, Azadeh; Shiri Lord, Isaac; Salimi, Yazdan; ... Zaidi, Habib
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Direct inference of Patlak parametric images in whole-body PET/CT imaging using convolutional neural networksZaker, Neda; Haddad, Kamal; Faghihi, Reza; Arabi, Hossein; Zaidi, Habib
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High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithmsShiri Lord, Isaac; Mostafaei, Shayan; Haddadi Avval, Atlas; Salimi, Yazdan; ... Zaidi, Habib
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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 imagesShiri Lord, Isaac; Amini, Mehdi; Nazari, Mostafa; Hajianfar, Ghasem; ... Zaidi, Habib
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MRI‐guided attenuation correction in torso PET/MRI: Assessment of segmentation‐, atlas‐, and deep learning‐based approaches in the presence of outliersArabi, Hossein; Zaidi, Habib;
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Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models' Performance and RobustnessSanaat, Amirhossein; Shiri Lord, Isaac; Ferdowsi, Sohrab; Arabi, Hossein; Zaidi, Habib

2021

Scientific Articles

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Assessment of deep learning-based PET attenuation correction frameworks in the sinogram domainArabi, Hossein; Zaidi, Habib;
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Automatic fetal biometry prediction using a novel deep convolutional network architectureGhelich Oghli, Mostafa; Shabanzadeh, Ali; Moradi, Shakiba; Sirjani, Nasim; ... Zaidi, Habib
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Cardiac SPECT radiomic features repeatability and reproducibility: A multi-scanner phantom studyEdalat-Javid, Mohammad; Shiri Lord, Isaac; Hajianfar, Ghasem; Abdollahi, Hamid; ... Zaidi, Habib
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Comparison of the X-ray tube spectrum measurement using BGO, NaI, LYSO, and HPGe detectors in a preclinical mini-CT scanner: Monte Carlo simulation and practical experimentLohrabian, Vahid; Kamali-Asl, Alireza; Harvani, Hossein Ghadiri; Hosseini Aghdam, Seyed Rashid; ... Zaidi, Habib
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Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imagingSanaat, Amirhossein; Shiri Lord, Isaac; Arabi, Hossein; Mainta, Ismini Charis; ... Zaidi, Habib
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Deep learning-based Auto-segmentation of Organs at Risk in High-Dose Rate Brachytherapy of Cervical CancerMohammadi, Reza; Shokatian, Iman; Salehi, Mohammad; Arabi, Hossein; ... Zaidi, Habib
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Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imagingSalimi, Yazdan; Shiri Lord, Isaac; Akhavanallaf, Azadeh; Mansouri, Zahra; ... Zaidi, Habib
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Deep learning–based metal artefact reduction in PET/CT imagingArabi, Hossein; Zaidi, Habib;
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DeepTOFSino: A deep learning model for synthesizing full-dose time-of-flight bin sinograms from their corresponding low-dose sinogramsSanaat, Amirhossein; Shooli, Hossein; Ferdowsi, Sohrab; Shiri Lord, Isaac; ... Zaidi, Habib
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Feasibility of Deep Learning-Guided Attenuation and Scatter Correction of Whole-Body 68Ga-PSMA PET Studies in the Image DomainMostafapour, Samaneh; Gholamiankhah, Faeze; Dadgar, Habibollah; Arabi, Hossein; Zaidi, Habib
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Fully Automated Gross Tumor Volume Delineation From PET in Head and Neck Cancer Using Deep Learning AlgorithmsShiri Lord, Isaac; Arabi, Hossein; Sanaat, Amirhossein; Jenabi, Elnaz; ... Zaidi, Habib
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Machine Learning-based Prognostic Modeling using Clinical Data and Quantitative Radiomic Features from Chest CT Images in COVID-19 PatientsShiri Lord, Isaac; Sorouri, Majid; Geramifar, Parham; Nazari, Mostafa; ... Zaidi, Habib
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Multi-level multi-modality (PET and CT) fusion radiomics: Prognostic modeling for non-small cell lung carcinomaAmini, Mehdi; Nazari, Mostafa; Shiri Lord, Isaac; Hajianfar, Ghasem; ... Zaidi, Habib
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Non-local mean denoising using multiple PET reconstructionsArabi, Hossein; Zaidi, Habib;
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Non-Small Cell Lung Carcinoma Histopathological Subtype Phenotyping using High-Dimensional Multinomial Multiclass CT Radiomics SignatureKhodabakhshi, Zahra; Mostafaei, Shayan; Arabi, Hossein; Oveisi, Mehrdad; ... Zaidi, Habib
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Personalized brachytherapy dose reconstruction using deep learningAkhavanallaf, Azadeh; Mohammadi, Reza; Shiri Lord, Isaac; Salimi, Yazdan; ... Zaidi, Habib
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Standard SPECT myocardial perfusion estimation from half-time acquisitions using deep convolutional residual neural networksShiri Lord, Isaac; AmirMozafari Sabet, Kiarash; Arabi, Hossein; Pourkeshavarz, Mozhgan; ... Zaidi, Habib
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The promise of artificial intelligence and deep learning in PET and SPECT imagingArabi, Hossein; Akhavanallaf, Azadeh; Sanaat, Amirhossein; Shiri Lord, Isaac; Zaidi, Habib
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Treatment Response Prediction using MRI-based Pre-, Post- and Delta-Radiomic Features and Machine Learning Algorithms in Colorectal CancerShayesteh, Sajad P; Nazari, Mostafa; Salahshour, Ali; Sandoughdaran, Saleh; ... Zaidi, Habib
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Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural networkShiri Lord, Isaac; Akhavanallaf, Azadeh; Sanaat, Amirhossein; Salimi, Yazdan; ... Zaidi, Habib
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Whole-body voxel-based internal dosimetry using deep learningAkhavanallaf, Azadeh; Shiri Lord, Isaac; Arabi, Hossein; Zaidi, Habib;

Proceedings Chapters

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Deep Learning-based Automated Delineation of Head and Neck Malignant Lesions from PET ImagesArabi, Hossein; Shiri Lord, Isaac; Jenabi, Elnaz; Becker, Minerva; Zaidi, Habib

2020

Scientific Articles

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A new deep convolutional neural network design with efficient learning capability: Application to CT image synthesis from MRI.Bahrami, Abass; Karimian, Alireza; Fatemizadeh, Emad; Arabi, Hossein; Zaidi, Habib
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Applications of artificial intelligence and deep learning in molecular imaging and radiotherapyArabi, Hossein; Zaidi, Habib;
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Deep learning-guided estimation of attenuation correction factors from time-of-flight PET emission dataArabi, Hossein; Zaidi, Habib;
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Deep learning‐guided joint attenuation and scatter correction in multitracer neuroimaging studiesArabi, Hossein; Bortolin, Karin; Ginovart, Nathalie; Garibotto, Valentina; Zaidi, Habib
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Deep-JASC: joint attenuation and scatter correction in whole-body 18F-FDG PET using a deep residual networkShiri Lord, Isaac; Arabi, Hossein; Geramifar, Parham; Hajianfar, Ghasem; ... Zaidi, Habib
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Novel preclinical PET geometrical concept using a monolithic scintillator crystal offering concurrent enhancement in spatial resolution and detection sensitivity: a simulation studySanaat, Amirhossein; Arabi, Hossein; Ay, Mohammad Reza; Zaidi, Habib;
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Projection-space implementation of deep learning-guided low-dose brain PET imaging improves performance over implementation in image-spaceSanaat, Amirhossein; Arabi, Hossein; Mainta, Ismini Charis; Garibotto, Valentina; Zaidi, Habib
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Spatially guided nonlocal mean approach for denoising of PET imagesArabi, Hossein; Zaidi, Habib;
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Truncation compensation and metallic dental implant artefact reduction in PET/MRI attenuation correction using deep learning-based object completionArabi, Hossein; Zaidi, Habib;
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