Article

Label-free Pathogen Identification with Microscopy Imaging and Deep Learning

2026-06-22

Abstract excerpt

Rapid and accurate pathogen identification is crucial for the clinical management of infectious diseases, particularly sepsis and severe respiratory infections, yet standard clinical workflows remain slow and resource-intensive. Here, we developed an automated, high-throughput imaging platform built on standard, clinically accessible bright-field microscopy, and generated a large dataset comprising 24.9 million la...

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Literature Corpus work: 346a5978-d100-59fb-9461-4edf157450d4
DOI: 10.64898/2026.06.22.733661

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