Deep Learning-Based Classification of Early-Stage Mycosis Fungoides and Benign Inflammatory Dermatoses on H&E-Stained Whole-Slide Images: A Retrospective, Proof-of-Concept Study.

Autor: Doeleman T; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; Division of Laboratories, Pharmacy and Biomedical Genetics, Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands. Electronic address: t.doeleman@lumc.nl., Brussee S; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands., Hondelink LM; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands., Westerbeek DWF; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands., Sequeira AM; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands., Valkema PA; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; Department of Pathology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands., Jansen PM; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands., He J; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands., Vermeer MH; Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands., Quint KD; Department of Dermatology, Leiden University Medical Center, Leiden, The Netherlands., van Dijk MR; Division of Laboratories, Pharmacy and Biomedical Genetics, Department of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands., Verbeek FJ; Leiden Institute of Advanced Computer Science (LIACS), Leiden University, Leiden, The Netherlands., Kers J; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands; Department of Pathology, Amsterdam University Medical Center, University of Amsterdam, Amsterdam, The Netherlands., Schrader AMR; Department of Pathology, Leiden University Medical Center, Leiden, The Netherlands.

Publikováno v: The Journal of investigative dermatology [J Invest Dermatol] 2024 Sep 19. Date of Electronic Publication: 2024 Sep 19.