Learned end-to-end high-resolution lensless fiber imaging towards real-time cancer diagnosis

Abstract Recent advances in label-free histology promise a new era for real-time diagnosis in neurosurgery. Deep learning using autofluorescence is promising for tumor classification without histochemical staining process. The high image resolution and minimally invasive diagnostics with negligible...

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Bibliographic Details
Main Authors: Jiachen Wu, Tijue Wang, Ortrud Uckermann, Roberta Galli, Gabriele Schackert, Liangcai Cao, Juergen Czarske, Robert Kuschmierz
Format: Article
Language:English
Published: Nature Portfolio 2022-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-23490-5