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Maziar Sabouri
Maziar Sabouri
Department of Physics and Astronomy, University of British Columbia
Verified email at student.ubc.ca
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Year
Myocardial perfusion SPECT imaging radiomic features and machine learning algorithms for cardiac contractile pattern recognition
M Sabouri, G Hajianfar, Z Hosseini, M Amini, M Mohebi, T Ghaedian, ...
Journal of Digital Imaging 36 (2), 497-509, 2023
232023
Artificial intelligence-based analysis of whole-body bone scintigraphy: The quest for the optimal deep learning algorithm and comparison with human observer performance
G Hajianfar, M Sabouri, Y Salimi, M Amini, S Bagheri, E Jenabi, S Hekmat, ...
Zeitschrift für Medizinische Physik, 2023
32023
Cardiac Pattern Recognition from SPECT Images Using Machine Learning Algorithms
M Sabouri, G Hajianfar, M Amini, Z Hosseini, S Madadi, T Ghaedian, ...
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021
32021
Left Ventricular Myocardial Dysfunction Evaluation in Thalassemia Patients Using Echocardiographic Radiomic Features and Machine Learning Algorithms
H Taleie, G Hajianfar, M Sabouri, M Parsaee, G Houshmand, ...
Journal of digital imaging 36 (6), 2494-2506, 2023
22023
Machine learning based readmission and mortality prediction in heart failure patients
M Sabouri, AB Rajabi, G Hajianfar, O Gharibi, M Mohebi, AH Avval, ...
Scientific Reports 13 (1), 18671, 2023
12023
Harmonization of Myocardial Perfusion SPECT Radiomics Features: A Patient Study
G Hajianfar, MS Kenarsari, M Mohebi, F Arian, MJ Yasemi, AB Rajabi, ...
Journal of Nuclear Medicine 63 (supplement 2), 3180-3180, 2022
12022
Dual Input Scintigraphy Image-based Fused Deep Neural Networks for Bone Abnormalities Detection and Differentiation
G Hajianfar, M Sabouri, S Bagheri, Y Salimi, M Oveisi, I Shiri, H Zaidi
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021
12021
ComBat Harmonization of Image Reconstruction Parameters to Improve the Repeatability of Radiomics Features
G Hajianfar, AH Avval, M Sabouri, M Khateri, E Jenabi, P Geramifar, ...
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021
12021
Evaluating Outcome Prediction via Baseline, End-of-Treatment, and Delta Radiomics on PET-CT Images of Primary Mediastinal Large B-Cell Lymphoma
F Yousefirizi, C Gowdy, IS Klyuzhin, M Sabouri, P Tonseth, AR Hayden, ...
Cancers 16 (6), 1090, 2024
2024
Maximizing the Predictive Power of Radiomic Features in SPECT Images: A Comparative Study of Reconstruction Algorithms Using Machine Learning
O Gharibi, M Sabouri, G Hajianfar, M Mohebi, M Amini, S Bagheri, F Arian, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
2023
Automatic Renal Cortical Defect Detection in Tc-99 DMSA Scintigraphy using Multi-view Deep Learning
G Hajianfar, S Bagheri, E Askari, M Sabouri, A Aghaei, T Eyvazkhani, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
2023
Auto-PET-IQA: A Fully Automated Region-Specific PET Image Quality Assessment Tool
M Amini, Y Salimi, M Sabouri, G Hajianfar, A Sanaat, E Hervier, I Mainta, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
2023
PyTomography: A GPU-accelerated, Opensource Python Library For Image Reconstruction
L Polson, R Fedrigo, M Sabouri, O Dzikunu, S Ahamed, A Rahmim, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
2023
Automatic Scaphoid Fracture Detection in Radiography by aid of Interpretable Deep Learning
G Hajianfar, S Bagheri, O Gharibi, SA Mousavi, B Aminzadeh, M Sabouri, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
2023
Automated Diastolic Dysfunction Diagnosis in Gated Myocardial Perfusion Imaging SPECT using Deep Learning
MJ Yasemi, G Hajianfar, M Sabouri, B Reihani, A Bitarafan-Rajabi, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
2023
PyTomography: A Python Library for Quantitative Medical Image Reconstruction
L Polson, R Fedrigo, C Li, M Sabouri, O Dzikunu, S Ahamed, A Rahmim, ...
arXiv preprint arXiv:2309.01977, 2023
2023
Automatic Human Perception-Driven PET Image Quality and Diagnostic Confidence Assessment Using Radiomics and Machine Learning Algorithms
M Amini, G Hajianfar, Y Salimi, MS Kenarsari, E Hervier, I Mainta, I Shiri, ...
Journal of Nuclear Medicine 64 (supplement 1), P1042-P1042, 2023
2023
Investigating the Convergence of Phase Analysis Indices by Gated SPECT MPI With Common Filters and Reconstruction Methods
A Bitarafan-Rajabi, F Adinehvand, F Rastgou, H Firoozabadi, H Malek, ...
Iranian Heart Journal 24 (2), 45-54, 2023
2023
End-to-End Fully Automated Cardiac Disease Diagnosis using SPECT Imaging and Deep Learning
G Hajianfar, M Sabouri, MJ Yasemi, N Sirjani, M Amini, Y Salimi, ...
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022
2022
Cardiac SPECT Radiomic Features Reproducibility: Patient study
M Sabouri, G Hajianfar, M Mohebi, F Arian, MJ Yasemi, S Bagheri, ...
2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022
2022
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