Shiri Lord, Isaac

 
 
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2022

Scientific Articles

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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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Non-contrast Cine Cardiac Magnetic Resonance image radiomics features and machine learning algorithms for myocardial infarction detectionAvard, Elham; Shiri Lord, Isaac; Hajianfar, Ghasem; Abdollahi, Hamid; ... Zaidi, Habib
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Overall survival prognostic modelling of non-small cell lung cancer patients using positron emission tomography/computed tomography harmonised radiomics features: the quest for the optimal machine learning algorithmAmini, Mehdi; Hajianfar, Ghasem; Hadadi Avval, Atlas; Nazari, Mostafa; ... 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
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Unsupervised pseudo CT generation using heterogenous multicentric CT/MR images and CycleGAN: Dosimetric assessment for 3D conformal radiotherapyJabbarpour, Amir; Mahdavi, Seied Rabi; Vafaei Sadr, Alireza; Esmaili, Golbarg; ... Zaidi, Habib

2021

Scientific Articles

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Artificial intelligence-driven assessment of radiological images for COVID-19Bouchareb, Yassine; Moradi Khaniabadi, Pegah; Al Kindi, Faiza; Al Dhuhli, Humoud; ... Rahmim, Arman
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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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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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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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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-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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Overall Survival Prediction in Renal Cell Carcinoma Patients Using Computed Tomography Radiomic and Clinical InformationKhodabakhshi, Zahra; Amini, Mehdi; Mostafaei, Shayan; Haddadi Avval, Atlas; ... 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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Radiomics-based machine learning model to predict risk of death within 5-years in clear cell renal cell carcinoma patientsNazari, Mostafa; Shiri Lord, Isaac; 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 theranostic approach based on radiolabeled antiviral drugs, antibodies and CRISPR-associated proteins for early detection and treatment of SARS-CoV-2 diseaseShiri Lord, Isaac; Abdollahi, Hamid; Atashzar, Mohammad Reza; Rahmim, Arman; 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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Low Dose Radiation Therapy and Convalescent Plasma: How a Hybrid Method May Maximize Benefits for COVID-19 PatientsAbdollahi, H.; Shiri Lord, Isaac; Bevelacqua, J. J.; Jafarzadeh, A.; ... Mortazavi, S. M. J.
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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 AlgorithmsShiri Lord, Isaac; Maleki, Hasan; Hajianfar, Ghasem; Abdollahi, Hamid; ... Rahmim, Arman
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Noninvasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomic features and machine learningNazari, Mostafa; Shiri Lord, Isaac; Hajianfar, Ghasem; Oveisi, Niki; ... Zaidi, Habib
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Radiomics for classification of bone mineral loss: A machine learning studyRastegar, S; Vaziri, M; Qasempour, Y; Akhash, M R; ... Zaidi, Habib
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Repeatability of radiomic features in magnetic resonance imaging of glioblastoma: test-retest and image registration analysesShiri Lord, Isaac; Hajianfar, Ghasem; Sohrabi, Ahmad; Abdollahi, Hamid; ... Rahmim, Arman
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