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 | 24 | 2023 |
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 | 4 | 2023 |
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 | 3 | 2024 |
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 | 3 | 2021 |
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 | 2 | 2023 |
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 | 1 | 2022 |
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 | 1 | 2021 |
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 | 1 | 2021 |
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 | | 2024 |
SPECT Myocardial Perfusion Imaging Projection Generation: A Dual Approach Utilizing DDPM and CNN, and Comparative Analysis on Dual-Domains M Sabouri, A Toosi, G Hajianfar, MJ Yasemi, M Edalat-Javid, S Valavi, ... Journal of Nuclear Medicine 65 (supplement 2), 242527-242527, 2024 | | 2024 |
Disease-free survival prediction in cervical cancer utilizing radiomics analysis of pre-treatment 18F-FDG PET images F Yousefirizi, G Hajianfar, C Holloway, P Tonseth, A Alexander, M Sabouri, ... Journal of Nuclear Medicine 65 (supplement 2), 242246-242246, 2024 | | 2024 |
PyTomography-Powered 3D Slicer Extension: A fast and easy way for image reconstruction O Dzikunu, L Polson, M Sabouri, S Ahamed, A Rahmim, C Uribe Journal of Nuclear Medicine 65 (supplement 2), 242530-242530, 2024 | | 2024 |
AI-based Cardiac Resynchronization Therapy Response Evaluation Using Quantitative SPECT Features M Sabouri, O Gharibi, G Hajianfar, Z Hosseini, ZA Khanaposhtani, ... Journal of Nuclear Medicine 65 (supplement 2), 242326-242326, 2024 | | 2024 |
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 |