Use of Machine Learning and 71-Plex Immune Mediator Analysis to Identify Nasal Mucus Biomarkers Associated With Olfactory Loss in Patients with CRSwNP.
Saved in:
| Title: | Use of Machine Learning and 71-Plex Immune Mediator Analysis to Identify Nasal Mucus Biomarkers Associated With Olfactory Loss in Patients with CRSwNP. |
|---|---|
| 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 |
|
Full text is not displayed to guests.
Login for full access.
|
|
| FullText | Links: – Type: pdflink Text: Availability: 1 |
|---|---|
| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41699443 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
| IllustrationInfo | |
| Items | – Name: Title Label: Title Group: Ti Data: Use of Machine Learning and 71-Plex Immune Mediator Analysis to Identify Nasal Mucus Biomarkers Associated With Olfactory Loss in Patients with CRSwNP. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Brunson+JC%22">Brunson JC</searchLink>; Laboratory for Systems Medicine, Department of Medicine, University of Florida, Gainesville, Florida.<br /><searchLink fieldCode="AU" term="%22Patel+A%22">Patel A</searchLink>; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida.<br /><searchLink fieldCode="AU" term="%22Ali+S%22">Ali S</searchLink>; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida.<br /><searchLink fieldCode="AU" term="%22Villanueva+M%22">Villanueva M</searchLink>; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida.<br /><searchLink fieldCode="AU" term="%22Justice+JM%22">Justice JM</searchLink>; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida.<br /><searchLink fieldCode="AU" term="%22Lobo+BC%22">Lobo BC</searchLink>; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida.<br /><searchLink fieldCode="AU" term="%22Chapurin+N%22">Chapurin N</searchLink>; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida.<br /><searchLink fieldCode="AU" term="%22Atkinson+C%22">Atkinson C</searchLink>; Department of Surgery, Northwestern University, Chicago, Illinois.<br /><searchLink fieldCode="AU" term="%22Mulligan+JK%22">Mulligan JK</searchLink>; Department of Otolaryngology - Head and Neck Surgery, University of Florida, Gainesville, Florida. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101490775%22">American journal of rhinology & allergy</searchLink> [Am J Rhinol Allergy] 2026 Jul; Vol. 40 (4), pp. 290-300. <i>Date of Electronic Publication: </i>2026 Feb 16. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SAGE+Publications%22">SAGE Publications </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101490775 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1945-8932 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219458932%22">19458932 </searchLink><i>NLM ISO Abbreviation: </i>Am J Rhinol Allergy <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41699443 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1177/19458924261418539 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 290 Titles: – TitleFull: Use of Machine Learning and 71-Plex Immune Mediator Analysis to Identify Nasal Mucus Biomarkers Associated With Olfactory Loss in Patients with CRSwNP. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Brunson JC – PersonEntity: Name: NameFull: Patel A – PersonEntity: Name: NameFull: Ali S – PersonEntity: Name: NameFull: Villanueva M – PersonEntity: Name: NameFull: Justice JM – PersonEntity: Name: NameFull: Lobo BC – PersonEntity: Name: NameFull: Chapurin N – PersonEntity: Name: NameFull: Atkinson C – PersonEntity: Name: NameFull: Mulligan JK IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 07 Text: 2026 Jul Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1945-8932 Numbering: – Type: volume Value: 40 – Type: issue Value: 4 Titles: – TitleFull: American journal of rhinology & allergy Type: main |
| ResultId | 1 |
