Digital Microscopy, Image Analysis, and Virtual Slide Repository. (7th December 2018)

• Record Type: Journal Article
• Authors: Aeffner, Famke; Adissu, Hibret A; Boyle, Michael C; Cardiff, Robert D; Hagendorn, Erik; Hoenerhoff, Mark J; Klopfleisch, Robert; Newbigging, Susan; Schaudien, Dirk; Turner, Oliver; Wilson, Kristin
• Is Part Of: ILAR journal. Volume 59:Number 1(2018:Mar.)
• Page Start: 66
• Page End: 79
• Publication Date: 2018-12-07
• Subjects: deep learning -- image analysis -- slide repository -- slide scanner -- stereology -- virtual microscopy -- whole-slide imaging -- whole-slide scanning; Laboratory animals -- Periodicals; Animal models in research -- United States -- Periodicals; Animal Welfare -- Periodicals; Animals, Laboratory -- Periodicals; Transplantation, Heterologous -- Periodicals; 636.0885
• DOI: 10.1093/ilar/ily007
• Languages: English
• ISSNs: 1084-2020

Abstract

Abstract: Advancements in technology and digitization have ushered in novel ways of enhancing tissue-based research via digital microscopy and image analysis. Whole slide imaging scanners enable digitization of histology slides to be stored in virtual slide repositories and to be viewed via computers instead of microscopes. Easier and faster sharing of histologic images for teaching and consultation, improved storage and preservation of quality of stained slides, and annotation of features of interest in the digital slides are just a few of the advantages of this technology. Combined with the development of software for digital image analysis, digital slides further pave the way for the development of tools that extract quantitative data from tissue-based studies. This review introduces digital microscopy and pathology, and addresses technical and scientific considerations in slide scanning, quantitative image analysis, and slide repositories. It also highlights the current state of the technology and factors that need to be taken into account to insure optimal utility, including preanalytical considerations and the importance of involving a pathologist in all major steps along the digital microscopy and pathology workflow.