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Medical Image Segmentation Review: The Success of U-Net.
Azad R, Aghdam EK, Rauland A, Jia Y, Avval AH, Bozorgpour A, Karimijafarbigloo S, Cohen JP, Adeli E, Merhof D. Azad R, et al. Among authors: avval ah. IEEE Trans Pattern Anal Mach Intell. 2024 Dec;46(12):10076-10095. doi: 10.1109/TPAMI.2024.3435571. Epub 2024 Nov 6. IEEE Trans Pattern Anal Mach Intell. 2024. PMID: 39167505 Review.
RIDGE: Reproducibility, Integrity, Dependability, Generalizability, and Efficiency Assessment of Medical Image Segmentation Models.
Maleki F, Moy L, Forghani R, Ghosh T, Ovens K, Langer S, Rouzrokh P, Khosravi B, Ganjizadeh A, Warren D, Daneshjou R, Moassefi M, Avval AH, Sotardi S, Tenenholtz N, Kitamura F, Kline T. Maleki F, et al. Among authors: avval ah. J Imaging Inform Med. 2024 Nov 18. doi: 10.1007/s10278-024-01282-9. Online ahead of print. J Imaging Inform Med. 2024. PMID: 39557736
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.
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 Jul;51(7):4736-4747. doi: 10.1002/mp.16964. Epub 2024 Feb 9. Med Phys. 2024. PMID: 38335175