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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: avval ah. Med Phys. 2024 Feb 9. doi: 10.1002/mp.16964. Online ahead of print. Med Phys. 2024. PMID: 38335175
Burden of tracheal, bronchus, and lung cancer in North Africa and Middle East countries, 1990 to 2019: Results from the GBD study 2019.
Khanmohammadi S, Saeedi Moghaddam S, Azadnajafabad S, Rezaei N, Esfahani Z, Rezaei N; GBD 2019 NAME Tracheal, Bronchus and Lung Cancer Collaborators; Naghavi M, Larijani B, Farzadfar F. Khanmohammadi S, et al. Front Oncol. 2023 Feb 10;12:1098218. doi: 10.3389/fonc.2022.1098218. eCollection 2022. Front Oncol. 2023. PMID: 36844919 Free PMC article.
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients.
Shiri I, Salimi Y, Pakbin M, Hajianfar G, Avval AH, Sanaat A, Mostafaei S, Akhavanallaf A, Saberi A, Mansouri Z, Askari D, Ghasemian M, Sharifipour E, Sandoughdaran S, Sohrabi A, Sadati E, Livani S, Iranpour P, Kolahi S, Khateri M, Bijari S, Atashzar MR, Shayesteh SP, Khosravi B, Babaei MR, Jenabi E, Hasanian M, Shahhamzeh A, Foroghi Ghomi SY, Mozafari A, Teimouri A, Movaseghi F, Ahmari A, Goharpey N, Bozorgmehr R, Shirzad-Aski H, Mortazavi R, Karimi J, Mortazavi N, Besharat S, Afsharpad M, Abdollahi H, Geramifar P, Radmard AR, Arabi H, Rezaei-Kalantari K, Oveisi M, Rahmim A, Zaidi H. Shiri I, et al. Among authors: avval ah. Comput Biol Med. 2022 Jun;145:105467. doi: 10.1016/j.compbiomed.2022.105467. Epub 2022 Mar 29. Comput Biol Med. 2022. PMID: 35378436 Free PMC article.