2022

Scientific Articles

unige:165023	Active-PET: a multifunctional PET scanner with dynamic gantry size featuring high-resolution and high-sensitivity imaging: a Monte Carlo simulation study	Sanaat, Amirhossein; Jamalizadeh, Mahdi; Khanmohammadi, Hadi; Arabi, Hossein; Zaidi, Habib
unige:155834	COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images	Shiri Lord, Isaac; Arabi, Hossein; Salimi, Yazdan; Sanaat, Amirhossein; ... Zaidi, Habib
unige:161480	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
unige:161407	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
unige:158881	Deep learning-based denoising of low-dose SPECT myocardial perfusion images: quantitative assessment and clinical performance	Aghakhan Olia, Narges; Kamali-Asl, Alireza; Hariri Tabrizi, Sanaz; Geramifar, Parham; ... Zaidi, Habib
unige:159649	Deep learning-guided attenuation correction in the image domain for myocardial perfusion SPECT imaging	Mostafapour, Samaneh; Gholamiankhah, Faeze; Maroufpour, Sirwan; Momennezhad, Mehdi; ... Zaidi, Habib
unige:164994	Deep‐TOF‐PET : Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domains	Sanaat, Amirhossein; Akhavanalaf, Azadeh; Shiri Lord, Isaac; Salimi, Yazdan; ... Zaidi, Habib
unige:165012	Direct inference of Patlak parametric images in whole-body PET/CT imaging using convolutional neural networks	Zaker, Neda; Haddad, Kamal; Faghihi, Reza; Arabi, Hossein; Zaidi, Habib
unige:165026	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
unige:164998	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
unige:155205	MRI‐guided attenuation correction in torso PET/MRI: Assessment of segmentation‐, atlas‐, and deep learning‐based approaches in the presence of outliers	Arabi, Hossein; Zaidi, Habib;
unige:158884	Robust-Deep: A Method for Increasing Brain Imaging Datasets to Improve Deep Learning Models' Performance and Robustness	Sanaat, Amirhossein; Shiri Lord, Isaac; Ferdowsi, Sohrab; Arabi, Hossein; Zaidi, Habib

2021

Scientific Articles

unige:155218	Assessment of deep learning-based PET attenuation correction frameworks in the sinogram domain	Arabi, Hossein; Zaidi, Habib;
unige:155220	Automatic fetal biometry prediction using a novel deep convolutional network architecture	Ghelich Oghli, Mostafa; Shabanzadeh, Ali; Moradi, Shakiba; Sirjani, Nasim; ... Zaidi, Habib
unige:136990	Cardiac SPECT radiomic features repeatability and reproducibility: A multi-scanner phantom study	Edalat-Javid, Mohammad; Shiri Lord, Isaac; Hajianfar, Ghasem; Abdollahi, Hamid; ... Zaidi, Habib
unige:155219	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 experiment	Lohrabian, Vahid; Kamali-Asl, Alireza; Harvani, Hossein Ghadiri; Hosseini Aghdam, Seyed Rashid; ... Zaidi, Habib
unige:148871	Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging	Sanaat, Amirhossein; Shiri Lord, Isaac; Arabi, Hossein; Mainta, Ismini Charis; ... Zaidi, Habib
unige:155215	Deep learning-based Auto-segmentation of Organs at Risk in High-Dose Rate Brachytherapy of Cervical Cancer	Mohammadi, Reza; Shokatian, Iman; Salehi, Mohammad; Arabi, Hossein; ... Zaidi, Habib
unige:156370	Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging	Salimi, Yazdan; Shiri Lord, Isaac; Akhavanallaf, Azadeh; Mansouri, Zahra; ... Zaidi, Habib
unige:149201	Deep learning–based metal artefact reduction in PET/CT imaging	Arabi, Hossein; Zaidi, Habib;
unige:156377	DeepTOFSino: A deep learning model for synthesizing full-dose time-of-flight bin sinograms from their corresponding low-dose sinograms	Sanaat, Amirhossein; Shooli, Hossein; Ferdowsi, Sohrab; Shiri Lord, Isaac; ... Zaidi, Habib
unige:151812	Feasibility of Deep Learning-Guided Attenuation and Scatter Correction of Whole-Body 68Ga-PSMA PET Studies in the Image Domain	Mostafapour, Samaneh; Gholamiankhah, Faeze; Dadgar, Habibollah; Arabi, Hossein; Zaidi, Habib
unige:155222	Fully Automated Gross Tumor Volume Delineation From PET in Head and Neck Cancer Using Deep Learning Algorithms	Shiri Lord, Isaac; Arabi, Hossein; Sanaat, Amirhossein; Jenabi, Elnaz; ... Zaidi, Habib
unige:151811	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
unige:155833	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
unige:148869	Non-local mean denoising using multiple PET reconstructions	Arabi, Hossein; Zaidi, Habib;
unige:155207	Non-Small Cell Lung Carcinoma Histopathological Subtype Phenotyping using High-Dimensional Multinomial Multiclass CT Radiomics Signature	Khodabakhshi, Zahra; Mostafaei, Shayan; Arabi, Hossein; Oveisi, Mehrdad; ... Zaidi, Habib
unige:155208	Personalized brachytherapy dose reconstruction using deep learning	Akhavanallaf, Azadeh; Mohammadi, Reza; Shiri Lord, Isaac; Salimi, Yazdan; ... Zaidi, Habib
unige:136987	Standard SPECT myocardial perfusion estimation from half-time acquisitions using deep convolutional residual neural networks	Shiri Lord, Isaac; AmirMozafari Sabet, Kiarash; Arabi, Hossein; Pourkeshavarz, Mozhgan; ... Zaidi, Habib
unige:151814	The promise of artificial intelligence and deep learning in PET and SPECT imaging	Arabi, Hossein; Akhavanallaf, Azadeh; Sanaat, Amirhossein; Shiri Lord, Isaac; Zaidi, Habib
unige:155216	Treatment Response Prediction using MRI-based Pre-, Post- and Delta-Radiomic Features and Machine Learning Algorithms in Colorectal Cancer	Shayesteh, Sajad P; Nazari, Mostafa; Salahshour, Ali; Sandoughdaran, Saleh; ... Zaidi, Habib
unige:143586	Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network	Shiri Lord, Isaac; Akhavanallaf, Azadeh; Sanaat, Amirhossein; Salimi, Yazdan; ... Zaidi, Habib
unige:143499	Whole-body voxel-based internal dosimetry using deep learning	Akhavanallaf, Azadeh; Shiri Lord, Isaac; Arabi, Hossein; Zaidi, Habib;

Proceedings Chapters

unige:157960

Deep Learning-based Automated Delineation of Head and Neck Malignant Lesions from PET Images

Arabi, Hossein; Shiri Lord, Isaac; Jenabi, Elnaz; Becker, Minerva; Zaidi, Habib

2020

Scientific Articles

unige:143585	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
unige:143498	Applications of artificial intelligence and deep learning in molecular imaging and radiotherapy	Arabi, Hossein; Zaidi, Habib;
unige:136988	Deep learning-guided estimation of attenuation correction factors from time-of-flight PET emission data	Arabi, Hossein; Zaidi, Habib;
unige:136132	Deep learning‐guided joint attenuation and scatter correction in multitracer neuroimaging studies	Arabi, Hossein; Bortolin, Karin; Ginovart, Nathalie; Garibotto, Valentina; Zaidi, Habib
unige:136986	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
unige:133500	Novel preclinical PET geometrical concept using a monolithic scintillator crystal offering concurrent enhancement in spatial resolution and detection sensitivity: a simulation study	Sanaat, Amirhossein; Arabi, Hossein; Ay, Mohammad Reza; Zaidi, Habib;
unige:143594	Projection-space implementation of deep learning-guided low-dose brain PET imaging improves performance over implementation in image-space	Sanaat, Amirhossein; Arabi, Hossein; Mainta, Ismini Charis; Garibotto, Valentina; Zaidi, Habib
unige:133501	Spatially guided nonlocal mean approach for denoising of PET images	Arabi, Hossein; Zaidi, Habib;
unige:143584	Truncation compensation and metallic dental implant artefact reduction in PET/MRI attenuation correction using deep learning-based object completion	Arabi, Hossein; Zaidi, Habib;

2019

Scientific Articles

unige:113658	Design and construction of a variable resolution cone-beam small animal mini-CT prototype for in vivo studies	Lohrabian, Vahid; Kamali-Asl, Alireza; Arabi, Hossein; Mamashi, Farugh; ... Zaidi, Habib
unige:121810	Novel adversarial semantic structure deep learning for MRI-guided attenuation correction in brain PET/MRI	Arabi, Hossein; Zeng, Guodong; Zheng, Guoyan; Zaidi, Habib;

2018

Scientific Articles

unige:110772	Comparative study of algorithms for synthetic CT generation from MRI: Consequences for MRI-guided radiation planning in the pelvic region	Arabi, Hossein; Dowling, Jason A; Burgos, Ninon; Han, Xiao; ... Zaidi, Habib
unige:113652	Improvement of image quality in PET using post-reconstruction hybrid spatial-frequency domain filtering	Arabi, Hossein; Zaidi, Habib;

2017

Scientific Articles

unige:90691

Comparison of atlas-based techniques for whole-body bone segmentation

Arabi, Hossein; Zaidi, Habib;

2016

Scientific Articles

unige:88312	Atlas-guided generation of pseudo-CT images for MRI-only and hybrid PET–MRI-guided radiotherapy treatment planning	Arabi, Hossein; Koutsouvelis, Nikolaos; Rouzaud, Michel; Miralbell, Raymond; Zaidi, Habib
unige:90688	Magnetic resonance imaging-guided attenuation correction in whole-body PET/MRI using a sorted atlas approach	Arabi, Hossein; Zaidi, Habib;