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A deep-learning model for transforming the style of tissue images from cryosectioned to formalin-fixed and paraffin-embedded.
Ozyoruk KB, Can S, Darbaz B, Başak K, Demir D, Gokceler GI, Serin G, Hacisalihoglu UP, Kurtuluş E, Lu MY, Chen TY, Williamson DFK, Yılmaz F, Mahmood F, Turan M. Ozyoruk KB, et al. Among authors: demir d. Nat Biomed Eng. 2022 Dec;6(12):1407-1419. doi: 10.1038/s41551-022-00952-9. Epub 2022 Dec 23. Nat Biomed Eng. 2022. PMID: 36564629
Deep learning-enabled assessment of cardiac allograft rejection from endomyocardial biopsies.
Lipkova J, Chen TY, Lu MY, Chen RJ, Shady M, Williams M, Wang J, Noor Z, Mitchell RN, Turan M, Coskun G, Yilmaz F, Demir D, Nart D, Basak K, Turhan N, Ozkara S, Banz Y, Odening KE, Mahmood F. Lipkova J, et al. Among authors: demir d. Nat Med. 2022 Mar;28(3):575-582. doi: 10.1038/s41591-022-01709-2. Epub 2022 Mar 21. Nat Med. 2022. PMID: 35314822 Free PMC article.
A robust image segmentation and synthesis pipeline for histopathology.
Jehanzaib M, Almalioglu Y, Ozyoruk KB, Williamson DFK, Abdullah T, Basak K, Demir D, Keles GE, Zafar K, Turan M. Jehanzaib M, et al. Among authors: demir d. Med Image Anal. 2025 Jan;99:103344. doi: 10.1016/j.media.2024.103344. Epub 2024 Sep 11. Med Image Anal. 2025. PMID: 39265361
264 results