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Automated analysis of whole slide digital skin biopsy images.
Nofallah S, Wu W, Liu K, Ghezloo F, Elmore JG, Shapiro LG. Nofallah S, et al. Front Artif Intell. 2022 Sep 20;5:1005086. doi: 10.3389/frai.2022.1005086. eCollection 2022. Front Artif Intell. 2022. PMID: 36204597 Free PMC article.
Improving the Diagnosis of Skin Biopsies Using Tissue Segmentation.
Nofallah S, Li B, Mokhtari M, Wu W, Knezevich S, May CJ, Chang OH, Elmore JG, Shapiro LG. Nofallah S, et al. Diagnostics (Basel). 2022 Jul 14;12(7):1713. doi: 10.3390/diagnostics12071713. Diagnostics (Basel). 2022. PMID: 35885617 Free PMC article.
Scale-Aware Transformers for Diagnosing Melanocytic Lesions.
Wu W, Mehta S, Nofallah S, Knezevich S, May CJ, Chang OH, Elmore JG, Shapiro LG. Wu W, et al. Among authors: nofallah s. IEEE Access. 2021;9:163526-163541. doi: 10.1109/ACCESS.2021.3132958. Epub 2021 Dec 6. IEEE Access. 2021. PMID: 35211363 Free PMC article.
Machine learning techniques for mitoses classification.
Nofallah S, Mehta S, Mercan E, Knezevich S, May CJ, Weaver D, Witten D, Elmore JG, Shapiro L. Nofallah S, et al. Comput Med Imaging Graph. 2021 Jan;87:101832. doi: 10.1016/j.compmedimag.2020.101832. Epub 2020 Nov 27. Comput Med Imaging Graph. 2021. PMID: 33302246 Free PMC article.