Learned End-to-end High-resolution Lensless Fiber Imaging Towards Real-time Cancer Diagnosis
This news entry summarises a peer-reviewed research article on end-to-end high-resolution lensless fiber imaging and its path toward real-time cancer diagnosis. The work was published in Scientific Reports, volume 12, and was shared by Ms. Carol Wang on 2022-11-07.
Lensless fiber imaging is an approach in which a fiber bundle delivers light to a specimen without a conventional imaging lens in the path. An end-to-end reconstruction scheme then recovers a high-resolution image from the recorded light, so the pipeline is trained and optimised as a single unit rather than as separate acquisition and processing steps.
Article record
- Headline: Learned End-to-end High-resolution Lensless Fiber Imaging Towards Real-time Cancer Diagnosis
- Journal: Scientific Reports, volume 12
- Posted on this site: 2022-11-07 by Ms. Carol Wang
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The reported aim is real-time operation: faster image reconstruction would make fibre-based lensless imaging more practical for clinical workflow, where sample handling and diagnosis cannot wait for lengthy offline processing.
The article is licensed under a Creative Commons Attribution 4.0 licence, and the full text is identified by the DOI 10.1038/s41598-022-23490-5.