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Page 1
Differential privacy preserved federated learning for prognostic modeling in COVID-19 patients using large multi-institutional chest CT dataset.
Shiri I, Salimi Y, Sirjani N, Razeghi B, Bagherieh S, Pakbin M, Mansouri Z, Hajianfar G, Avval AH, Askari D, Ghasemian M, Sandoughdaran S, Sohrabi A, Sadati E, Livani S, Iranpour P, Kolahi S, Khosravi B, Bijari S, Sayfollahi S, Atashzar MR, Hasanian M, Shahhamzeh A, Teimouri A, Goharpey N, Shirzad-Aski H, Karimi J, Radmard AR, Rezaei-Kalantari K, Oghli MG, Oveisi M, Vafaei Sadr A, Voloshynovskiy S, Zaidi H. Shiri I, et al. Among authors: vafaei sadr a. Med Phys. 2024 Jul;51(7):4736-4747. doi: 10.1002/mp.16964. Epub 2024 Feb 9. Med Phys. 2024. PMID: 38335175
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement.
Shiri I, Salimi Y, Maghsudi M, Jenabi E, Harsini S, Razeghi B, Mostafaei S, Hajianfar G, Sanaat A, Jafari E, Samimi R, Khateri M, Sheikhzadeh P, Geramifar P, Dadgar H, Bitrafan Rajabi A, Assadi M, Bénard F, Vafaei Sadr A, Voloshynovskiy S, Mainta I, Uribe C, Rahmim A, Zaidi H. Shiri I, et al. Among authors: vafaei sadr a. Eur J Nucl Med Mol Imaging. 2023 Dec;51(1):40-53. doi: 10.1007/s00259-023-06418-7. Epub 2023 Sep 8. Eur J Nucl Med Mol Imaging. 2023. PMID: 37682303 Free PMC article.
Multi-institutional PET/CT image segmentation using federated deep transformer learning.
Shiri I, Razeghi B, Vafaei Sadr A, Amini M, Salimi Y, Ferdowsi S, Boor P, Gündüz D, Voloshynovskiy S, Zaidi H. Shiri I, et al. Among authors: vafaei sadr a. Comput Methods Programs Biomed. 2023 Oct;240:107706. doi: 10.1016/j.cmpb.2023.107706. Epub 2023 Jul 12. Comput Methods Programs Biomed. 2023. PMID: 37506602 Free 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: vafaei sadr a. 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.
21 results