Use of Machine Learning and 71-Plex Immune Mediator Analysis to Identify Nasal Mucus Biomarkers Associated With Olfactory Loss in Patients with CRSwNP.
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| Title: | Use of Machine Learning and 71-Plex Immune Mediator Analysis to Identify Nasal Mucus Biomarkers Associated With Olfactory Loss in Patients with CRSwNP. |
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| Authors: | Brunson JC; Laboratory for Systems Medicine, Department of Medicine, University of Florida, Gainesville, Florida., Patel A; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida., Ali S; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida., Villanueva M; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida., Justice JM; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida., Lobo BC; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida., Chapurin N; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida., Atkinson C; Department of Surgery, Northwestern University, Chicago, Illinois., Mulligan JK; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida. |
| Source: | American journal of rhinology & allergy [Am J Rhinol Allergy] 2026 Jul; Vol. 40 (4), pp. 290-300. Date of Electronic Publication: 2026 Feb 16. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: SAGE Publications Country of Publication: United States NLM ID: 101490775 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1945-8932 (Electronic) Linking ISSN: 19458932 NLM ISO Abbreviation: Am J Rhinol Allergy Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1945-8932 |
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| DOI: | 10.1177/19458924261418539 |