June 6, 2024, 4:50 a.m. | Dawid Zamojski, Agnieszka Gogler, Dorota Scieglinska, Michal Marczyk

cs.CV updates on arXiv.org arxiv.org

arXiv:2406.03103v1 Announce Type: cross
Abstract: The integrity of the reconstructed human epidermis generated in vitro could be assessed using histological analyses combined with immunohistochemical staining of keratinocyte differentiation markers. Computer-based analysis of scanned tissue saves the expert time and may improve the accuracy of quantification by eliminating interrater reliability issues. However, technical differences during the preparation and capture of stained images and the presence of multiple artifacts may influence the outcome of computational methods. Using a dataset with 598 unannotated …

abstract accuracy analysis arxiv computer cs.cv detection differentiation eess.iv expert generated human images integrity q-bio.qm quantification type unsupervised

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