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Comparison of Machine Learning Algorithms Using Manual/Automated Features on 12-Lead Signal Electrocardiogram Classification: A Large Cohort Study on Students Aged Between 6 to 18 Years Old.
Hajianfar G, Khorgami M, Rezaei Y, Amini M, Samiei N, Tabib A, Borji BK, Kalayinia S, Shiri I, Hosseini S, Oveisi M; SHED LIGHT Investigators. Hajianfar G, et al. Among authors: amini m. Cardiovasc Eng Technol. 2023 Dec;14(6):786-800. doi: 10.1007/s13239-023-00687-x. Epub 2023 Oct 17. Cardiovasc Eng Technol. 2023. PMID: 37848737
Overall Survival Prognostic Modelling of Non-small Cell Lung Cancer Patients Using Positron Emission Tomography/Computed Tomography Harmonised Radiomics Features: The Quest for the Optimal Machine Learning Algorithm.
Amini M, Hajianfar G, Hadadi Avval A, Nazari M, Deevband MR, Oveisi M, Shiri I, Zaidi H. Amini M, et al. Clin Oncol (R Coll Radiol). 2022 Feb;34(2):114-127. doi: 10.1016/j.clon.2021.11.014. Epub 2021 Dec 3. Clin Oncol (R Coll Radiol). 2022. PMID: 34872823 Free article.
Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms.
Arian F, Amini M, Mostafaei S, Rezaei Kalantari K, Haddadi Avval A, Shahbazi Z, Kasani K, Bitarafan Rajabi A, Chatterjee S, Oveisi M, Shiri I, Zaidi H. Arian F, et al. Among authors: amini m. J Digit Imaging. 2022 Dec;35(6):1708-1718. doi: 10.1007/s10278-022-00681-0. Epub 2022 Aug 22. J Digit Imaging. 2022. PMID: 35995896 Free PMC article.
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning.
Shiri I, Vafaei Sadr A, Akhavan A, Salimi Y, Sanaat A, Amini M, Razeghi B, Saberi A, Arabi H, Ferdowsi S, Voloshynovskiy S, Gündüz D, Rahmim A, Zaidi H. Shiri I, et al. Among authors: amini m. Eur J Nucl Med Mol Imaging. 2023 Mar;50(4):1034-1050. doi: 10.1007/s00259-022-06053-8. Epub 2022 Dec 12. Eur J Nucl Med Mol Imaging. 2023. PMID: 36508026 Free PMC article.
Artificial intelligence-based analysis of whole-body bone scintigraphy: The quest for the optimal deep learning algorithm and comparison with human observer performance.
Hajianfar G, Sabouri M, Salimi Y, Amini M, Bagheri S, Jenabi E, Hekmat S, Maghsudi M, Mansouri Z, Khateri M, Hosein Jamshidi M, Jafari E, Bitarafan Rajabi A, Assadi M, Oveisi M, Shiri I, Zaidi H. Hajianfar G, et al. Among authors: amini m. Z Med Phys. 2024 May;34(2):242-257. doi: 10.1016/j.zemedi.2023.01.008. Epub 2023 Mar 15. Z Med Phys. 2024. PMID: 36932023 Free PMC article.
1,663 results