Article

A Deep Learning–Enabled Single-Cell Morpholomic Atlas of Nasal Swabs Distinguishes Chronic Inflammation from Sinonasal Malignancy

2026-01-11

Abstract excerpt

<h4>ABSTRACT</h4> <h4>Background:</h4> Sinonasal malignancies frequently present with symptoms overlapping chronic inflammatory conditions such as chronic rhinosinusitis (CRS), complicating early detection and delaying treatment. A fast, scalable, non-invasive approach capable of resolving immune and epithelial cell states across inflammatory and malignant disease from routine nasal swabs could substantially imp...

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Literature Corpus work: 596d15ce-8b03-5615-9684-6e0f55770ae9
DOI: 10.64898/2026.01.09.26343551

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