Machine Learning-Based Classification and Dynamic Analysis of Tear Film Lipid Layer Using Smartphone-Based Interferometry: A Pilot Study.
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| Title: | Machine Learning-Based Classification and Dynamic Analysis of Tear Film Lipid Layer Using Smartphone-Based Interferometry: A Pilot Study. |
|---|---|
| Authors: | Okazaki Y; Faculty of Human Sciences (Y.O., H.O., M.I.), Waseda University, Tokorozawa, Japan; and Department of Ophthalmology (N.Y.), Kyoto Prefectural University of Medicine, Kyoto, Japan., Okazaki H, Iwabuchi M, Yokoi N |
| Source: | Eye & contact lens [Eye Contact Lens] 2026 Apr 01; Vol. 52 (4), pp. 167-173. Date of Electronic Publication: 2026 Mar 05. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 101160941 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1542-233X (Electronic) Linking ISSN: 15422321 NLM ISO Abbreviation: Eye Contact Lens Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41782182 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning-Based Classification and Dynamic Analysis of Tear Film Lipid Layer Using Smartphone-Based Interferometry: A Pilot Study. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Okazaki+Y%22">Okazaki Y</searchLink>; Faculty of Human Sciences (Y.O., H.O., M.I.), Waseda University, Tokorozawa, Japan; and Department of Ophthalmology (N.Y.), Kyoto Prefectural University of Medicine, Kyoto, Japan.<br /><searchLink fieldCode="AU" term="%22Okazaki+H%22">Okazaki H</searchLink><br /><searchLink fieldCode="AU" term="%22Iwabuchi+M%22">Iwabuchi M</searchLink><br /><searchLink fieldCode="AU" term="%22Yokoi+N%22">Yokoi N</searchLink> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101160941%22">Eye & contact lens</searchLink> [Eye Contact Lens] 2026 Apr 01; Vol. 52 (4), pp. 167-173. <i>Date of Electronic Publication: </i>2026 Mar 05. – 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="%22Lippincott+Williams+%26+Wilkins%22">Lippincott Williams & Wilkins </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101160941 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1542-233X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215422321%22">15422321 </searchLink><i>NLM ISO Abbreviation: </i>Eye Contact Lens <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41782182 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1097/ICL.0000000000001264 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 167 Titles: – TitleFull: Machine Learning-Based Classification and Dynamic Analysis of Tear Film Lipid Layer Using Smartphone-Based Interferometry: A Pilot Study. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Okazaki Y – PersonEntity: Name: NameFull: Okazaki H – PersonEntity: Name: NameFull: Iwabuchi M – PersonEntity: Name: NameFull: Yokoi N IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 04 Text: 2026 Apr 01 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1542-233X Numbering: – Type: volume Value: 52 – Type: issue Value: 4 Titles: – TitleFull: Eye & contact lens Type: main |
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