Digital staining in optical microscopy using deep learning - a review

Digital staining in optical microscopy using deep learning - a review

Abstract Until recently, conventional biochemical staining had the undisputed status as well-established benchmark for most biomedical problems related to clinical diagnostics, fundamental research and biotechnology. Despite this role as gold-standard, staining protocols face several challenges, suc...

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Bibliographic Details
Main Authors: Lucas Kreiss, Shaowei Jiang, Xiang Li, Shiqi Xu, Kevin C. Zhou, Kyung Chul Lee, Alexander Mühlberg, Kanghyun Kim, Amey Chaware, Michael Ando, Laura Barisoni, Seung Ah Lee, Guoan Zheng, Kyle J. Lafata, Oliver Friedrich, Roarke Horstmeyer
Format: Article
Language:English
Published: SpringerOpen 2023-10-01
Series:PhotoniX
Subjects:
Deep learning
Digital staining
Optical microscopy
Virtual staining
In-silica
Pseudo-H& E
Online Access:https://doi.org/10.1186/s43074-023-00113-4

Internet

https://doi.org/10.1186/s43074-023-00113-4

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