フォロー
Maziar Sabouri
Maziar Sabouri
Department of Physics and Astronomy, University of British Columbia
確認したメール アドレス: student.ubc.ca
タイトル
引用先
引用先
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
292023
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
152023
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 34 (2), 242-257, 2024
112024
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
82023
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
72024
Pytomography: a python library for medical image reconstruction
LA Polson, R Fedrigo, C Li, M Sabouri, O Dzikunu, S Ahamed, ...
SoftwareX 29, 102020, 2025
6*2025
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
42021
Machine Learning and Radiomics-based Classification of Thyroid Disease Using 99mTc-Pertechnetate Scintigraphy
M Sabouri, AH Avval, S Bagheri, A Asadzadeh, M Sehati, M Mogharrabi, ...
Journal of Nuclear Medicine 65 (supplement 2), 242315-242315, 2024
22024
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
22022
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
22021
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
22021
SlicerSPECTRecon: A 3D Slicer Extension for SPECT Image Reconstruction
OK Dzikunu, M Sabouri, S Ahamed, C Uribe, A Rahmim, LA Polson
Journal of Open Source Software 9 (104), 7399, 2024
12024
Stable diffusion model-based scintigraphy image synthesis: data augmentation toward enhanced multiclass thyroid diagnosis
G Hajianfar, M Sabouri, AS Manesh, S Bagheri, M Arabi, SR Zakavi, ...
2024 12th European Workshop on Visual Information Processing (EUVIP), 1-6, 2024
12024
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
12023
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
12023
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
12023
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
12022
Myocardial perfusion SPECT radiomic features reproducibility assessment: Impact of image reconstruction and harmonization
O Gharibi, G Hajianfar, M Sabouri, M Mohebi, S Bagheri, F Arian, ...
Medical Physics, 2024
2024
Thyroidiomics: An Automated Pipeline for Segmentation and Classification of Thyroid Pathologies from Scintigraphy Images
M Sabouri, S Ahamed, A Asadzadeh, AH Avval, S Bagheri, M Arabi, ...
2024 12th European Workshop on Visual Information Processing (EUVIP), 1-6, 2024
2024
Exploring Generalizability of a fine-tuned Large Language Model for Impression Generation in PET Reports
F Yousefirizi, L Wang, C Gowdy, A Shariftabrizi, S Harsini, S Ahamed, ...
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 51, S785-S785, 2024
2024
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