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INN: Inflated Neural Networks for IPMN Diagnosis.
LaLonde R, Tanner I, Nikiforaki K, Papadakis GZ, Kandel P, Bolan CW, Wallace MB, Bagci U. LaLonde R, et al. Among authors: bagci u. Med Image Comput Comput Assist Interv. 2019 Oct;11768:101-109. doi: 10.1007/978-3-030-32254-0_12. Epub 2019 Oct 10. Med Image Comput Comput Assist Interv. 2019. PMID: 37011258 Free PMC article.
Self-supervised Semantic Segmentation: Consistency over Transformation.
Karimijafarbigloo S, Azad R, Kazerouni A, Velichko Y, Bagci U, Merhof D. Karimijafarbigloo S, et al. Among authors: bagci u. IEEE Int Conf Comput Vis Workshops. 2023 Oct;2023:2646-2655. doi: 10.1109/ICCVW60793.2023.00280. Epub 2023 Dec 25. IEEE Int Conf Comput Vis Workshops. 2023. PMID: 38298808 Free PMC article.
Radiomics Boosts Deep Learning Model for IPMN Classification.
Yao L, Zhang Z, Demir U, Keles E, Vendrami C, Agarunov E, Bolan C, Schoots I, Bruno M, Keswani R, Miller F, Gonda T, Yazici C, Tirkes T, Wallace M, Spampinato C, Bagci U. Yao L, et al. Among authors: bagci u. Mach Learn Med Imaging. 2023 Oct;14349:134-143. doi: 10.1007/978-3-031-45676-3_14. Epub 2023 Oct 15. Mach Learn Med Imaging. 2023. PMID: 38274402 Free PMC article.
Deep Learning-Based Detection and Classification of Bone Lesions on Staging Computed Tomography in Prostate Cancer: A Development Study.
Belue MJ, Harmon SA, Yang D, An JY, Gaur S, Law YM, Turkbey E, Xu Z, Tetreault J, Lay NS, Yilmaz EC, Phelps TE, Simon B, Lindenberg L, Mena E, Pinto PA, Bagci U, Wood BJ, Citrin DE, Dahut WL, Madan RA, Gulley JL, Xu D, Choyke PL, Turkbey B. Belue MJ, et al. Among authors: bagci u. Acad Radiol. 2024 Jan 22:S1076-6332(24)00008-4. doi: 10.1016/j.acra.2024.01.009. Online ahead of print. Acad Radiol. 2024. PMID: 38262813
A multi-institutional pediatric dataset of clinical radiology MRIs by the Children's Brain Tumor Network.
Familiar AM, Kazerooni AF, Anderson H, Lubneuski A, Viswanathan K, Breslow R, Khalili N, Bagheri S, Haldar D, Kim MC, Arif S, Madhogarhia R, Nguyen TQ, Frenkel EA, Helili Z, Harrison J, Farahani K, Linguraru MG, Bagci U, Velichko Y, Stevens J, Leary S, Lober RM, Campion S, Smith AA, Morinigo D, Rood B, Diamond K, Pollack IF, Williams M, Vossough A, Ware JB, Mueller S, Storm PB, Heath AP, Waanders AJ, Lilly J, Mason JL, Resnick AC, Nabavizadeh A. Familiar AM, et al. Among authors: bagci u. ArXiv [Preprint]. 2023 Oct 2:arXiv:2310.01413v1. ArXiv. 2023. PMID: 38106459 Free PMC article. Preprint.
149 results