Interpretable machine learning classification of cedar and cypress pollen on routine Durham slides for environmental exposure assessment.
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| Title: | Interpretable machine learning classification of cedar and cypress pollen on routine Durham slides for environmental exposure assessment. |
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| Authors: | Suzuki N; Nanohana ENT Clinic, Matsumoto, Nagano, Japan.; Department of Otorhinolaryngology-Head and Neck Surgery, Shinshu University School of Medicine, Matsumoto, Nagano, Japan., Sugiyama K; Department of Otorhinolaryngology-Head and Neck Surgery, Shinshu University School of Medicine, Matsumoto, Nagano, Japan., Kobayashi K; Kobayashi ENT Clinic, Matsumoto, Nagano, Japan., Fukuoka H; Fukuoka ENT Vertigo Clinic, Nagano, Nagano, Japan., Takumi Y; Department of Otorhinolaryngology-Head and Neck Surgery, Shinshu University School of Medicine, Matsumoto, Nagano, Japan. |
| Source: | Frontiers in allergy [Front Allergy] 2026 May 07; Vol. 7, pp. 1805985. Date of Electronic Publication: 2026 May 07 (Print Publication: 2026). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 9918227355906676 Publication Model: eCollection Cited Medium: Internet ISSN: 2673-6101 (Electronic) Linking ISSN: 26736101 NLM ISO Abbreviation: Front Allergy Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2673-6101 |
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| DOI: | 10.3389/falgy.2026.1805985 |
