Amirhossein Sanaat
Amirhossein Sanaat
PET Instrumentation & Neuroimaging Laboratory (PINLab) Geneva University, Department of Radiology
Verified email at - Homepage
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The promise of artificial intelligence and deep learning in PET and SPECT imaging
H Arabi, A AkhavanAllaf, A Sanaat, I Shiri, H Zaidi
Physica Medica 83, 122-137, 2021
Projection space implementation of deep learning–guided low-dose brain PET imaging improves performance over implementation in image space
A Sanaat, H Arabi, I Mainta, V Garibotto, H Zaidi
Journal of Nuclear Medicine 61 (9), 1388-1396, 2020
Deep learning-assisted ultra-fast/low-dose whole-body PET/CT imaging
A Sanaat, I Shiri, H Arabi, I Mainta, R Nkoulou, H Zaidi
European journal of nuclear medicine and molecular imaging 48, 2405-2415, 2021
Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network
I Shiri, A Akhavanallaf, A Sanaat, Y Salimi, D Askari, Z Mansouri, ...
European radiology 31, 1420-1431, 2021
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
I Shiri, Y Salimi, M Pakbin, G Hajianfar, AH Avval, A Sanaat, S Mostafaei, ...
Computers in biology and medicine 145, 105467, 2022
Depth of interaction estimation in a preclinical PET scanner equipped with monolithic crystals coupled to SiPMs using a deep neural network
A Sanaat, H Zaidi
Applied Sciences 10 (14), 4753, 2020
Decentralized distributed multi-institutional PET image segmentation using a federated deep learning framework
I Shiri, AV Sadr, M Amini, Y Salimi, A Sanaat, A Akhavanallaf, B Razeghi, ...
Clinical Nuclear Medicine 47 (7), 606-617, 2022
Fully automated gross tumor volume delineation from PET in head and neck cancer using deep learning algorithms
I Shiri, H Arabi, A Sanaat, E Jenabi, M Becker, H Zaidi
Clinical Nuclear Medicine 46 (11), 872-883, 2021
COLI‐Net: deep learning‐assisted fully automated COVID‐19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images
I Shiri, H Arabi, Y Salimi, A Sanaat, A Akhavanallaf, G Hajianfar, D Askari, ...
International journal of imaging systems and technology 32 (1), 12-25, 2022
Robust-Deep: a method for increasing brain imaging datasets to improve deep learning models’ performance and robustness
A Sanaat, I Shiri, S Ferdowsi, H Arabi, H Zaidi
Journal of Digital Imaging 35 (3), 469-481, 2022
DeepTOFSino: A deep learning model for synthesizing full-dose time-of-flight bin sinograms from their corresponding low-dose sinograms
A Sanaat, H Shooli, S Ferdowsi, I Shiri, H Arabi, H Zaidi
Neuroimage 245, 118697, 2021
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning
I Shiri, A Vafaei Sadr, A Akhavan, Y Salimi, A Sanaat, M Amini, B Razeghi, ...
European Journal of Nuclear Medicine and Molecular Imaging 50 (4), 1034-1050, 2023
Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging
Y Salimi, I Shiri, A Akhavanallaf, Z Mansouri, A Saberi Manesh, A Sanaat, ...
Insights into Imaging 12, 1-16, 2021
Novel preclinical PET geometrical concept using a monolithic scintillator crystal offering concurrent enhancement in spatial resolution and detection sensitivity: a simulation …
A Sanaat, H Arabi, MR Ay, H Zaidi
Physics in Medicine & Biology 65 (4), 045013, 2020
Diagnosis of COVID-19 using CT image radiomics features: a comprehensive machine learning study involving 26,307 patients
I Shiri, Y Salimi, A Saberi, M Pakbin, G Hajianfar, AH Avval, A Sanaat, ...
medRxiv, 2021.12. 07.21267367, 2021
High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms
I Shiri, S Mostafaei, A Haddadi Avval, Y Salimi, A Sanaat, A Akhavanallaf, ...
Scientific reports 12 (1), 14817, 2022
Fast dynamic brain PET imaging using stochastic variational prediction for recurrent frame generation
A Sanaat, E Mirsadeghi, B Razeghi, N Ginovart, H Zaidi
Medical physics 48 (9), 5059-5071, 2021
Deep‐TOF‐PET: Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domains
A Sanaat, A Akhavanalaf, I Shiri, Y Salimi, H Arabi, H Zaidi
Human brain mapping 43 (16), 5032-5043, 2022
Deep Learning-based calculation of patient size and attenuation surrogates from localizer Image: Toward personalized chest CT protocol optimization
Y Salimi, I Shiri, A Akhavanallaf, Z Mansouri, AH Sanaat, M Pakbin, ...
European Journal of Radiology 157, 110602, 2022
Polaroid-PET: a PET scanner with detectors fitted with Polaroid for filtering unpolarized optical photons—a Monte Carlo simulation study
A Sanaat, A Ashrafi-Belgabad, H Zaidi
Physics in Medicine & Biology 65 (23), 235044, 2020
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