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Overview of the HECKTOR Challenge at MICCAI 2022: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT.
Andrearczyk V, Oreiller V, Abobakr M, Akhavanallaf A, Balermpas P, Boughdad S, Capriotti L, Castelli J, Le Rest CC, Decazes P, Correia R, El-Habashy D, Elhalawani H, Fuller CD, Jreige M, Khamis Y, La Greca A, Mohamed A, Naser M, Prior JO, Ruan S, Tanadini-Lang S, Tankyevych O, Salimi Y, Vallières M, Vera P, Visvikis D, Wahid K, Zaidi H, Hatt M, Depeursinge A. Andrearczyk V, et al. Among authors: akhavanallaf a. Head Neck Tumor Chall (2022). 2023;13626:1-30. doi: 10.1007/978-3-031-27420-6_1. Epub 2023 Mar 18. Head Neck Tumor Chall (2022). 2023. PMID: 37195050 Free PMC article.
Whole-body voxel-based internal dosimetry using deep learning.
Akhavanallaf A, Shiri I, Arabi H, Zaidi H. Akhavanallaf A, et al. Eur J Nucl Med Mol Imaging. 2021 Mar;48(3):670-682. doi: 10.1007/s00259-020-05013-4. Epub 2020 Sep 1. Eur J Nucl Med Mol Imaging. 2021. PMID: 32875430 Free PMC article.
Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network.
Shiri I, Akhavanallaf A, Sanaat A, Salimi Y, Askari D, Mansouri Z, Shayesteh SP, Hasanian M, Rezaei-Kalantari K, Salahshour A, Sandoughdaran S, Abdollahi H, Arabi H, Zaidi H. Shiri I, et al. Among authors: akhavanallaf a. Eur Radiol. 2021 Mar;31(3):1420-1431. doi: 10.1007/s00330-020-07225-6. Epub 2020 Sep 3. Eur Radiol. 2021. PMID: 32879987 Free PMC article.
Personalized brachytherapy dose reconstruction using deep learning.
Akhavanallaf A, Mohammadi R, Shiri I, Salimi Y, Arabi H, Zaidi H. Akhavanallaf A, et al. Comput Biol Med. 2021 Sep;136:104755. doi: 10.1016/j.compbiomed.2021.104755. Epub 2021 Aug 8. Comput Biol Med. 2021. PMID: 34388458 Free article.
COLI-Net: Deep learning-assisted fully automated COVID-19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images.
Shiri I, Arabi H, Salimi Y, Sanaat A, Akhavanallaf A, Hajianfar G, Askari D, Moradi S, Mansouri Z, Pakbin M, Sandoughdaran S, Abdollahi H, Radmard AR, Rezaei-Kalantari K, Ghelich Oghli M, Zaidi H. Shiri I, et al. Among authors: akhavanallaf a. Int J Imaging Syst Technol. 2022 Jan;32(1):12-25. doi: 10.1002/ima.22672. Epub 2021 Oct 28. Int J Imaging Syst Technol. 2022. PMID: 34898850 Free PMC article.
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework.
Shiri I, Vafaei Sadr A, Amini M, Salimi Y, Sanaat A, Akhavanallaf A, Razeghi B, Ferdowsi S, Saberi A, Arabi H, Becker M, Voloshynovskiy S, Gündüz D, Rahmim A, Zaidi H. Shiri I, et al. Among authors: akhavanallaf a. Clin Nucl Med. 2022 Jul 1;47(7):606-617. doi: 10.1097/RLU.0000000000004194. Epub 2022 Apr 20. Clin Nucl Med. 2022. PMID: 35442222
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