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 | 29 | 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 | 15 | 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 | 11 | 2024 |
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 | 8 | 2023 |
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 | 7 | 2024 |
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 | 4 | 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 | 2 | 2024 |
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 | 2 | 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 | 2 | 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 | 2 | 2021 |
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 | 1 | 2024 |
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 | 1 | 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 | 1 | 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 | 1 | 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 | 1 | 2023 |
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 | 1 | 2022 |
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 |