Predicting postoperative visual acuity in epiretinal membrane patients and visualization of the contribution of explanatory variables in a machine learning model.
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| Title: | Predicting postoperative visual acuity in epiretinal membrane patients and visualization of the contribution of explanatory variables in a machine learning model. |
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| Authors: | Irie-Ota A; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan., Matsui Y; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan., Imai K; Department of Electrical and Electronic Engineering, Mie University, Tsu, Mie, Japan., Mase Y; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan., Konno K; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan., Sasaki T; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan., Chujo S; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan., Matsubara H; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan., Kawanaka H; Department of Electrical and Electronic Engineering, Mie University, Tsu, Mie, Japan., Kondo M; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan. |
| Source: | PloS one [PLoS One] 2024 Jul 22; Vol. 19 (7), pp. e0304281. Date of Electronic Publication: 2024 Jul 22 (Print Publication: 2024). |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 39038056 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Predicting postoperative visual acuity in epiretinal membrane patients and visualization of the contribution of explanatory variables in a machine learning model. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Irie-Ota+A%22">Irie-Ota A</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Matsui+Y%22">Matsui Y</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Imai+K%22">Imai K</searchLink>; Department of Electrical and Electronic Engineering, Mie University, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Mase+Y%22">Mase Y</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Konno+K%22">Konno K</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Sasaki+T%22">Sasaki T</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Chujo+S%22">Chujo S</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Matsubara+H%22">Matsubara H</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Kawanaka+H%22">Kawanaka H</searchLink>; Department of Electrical and Electronic Engineering, Mie University, Tsu, Mie, Japan.<br /><searchLink fieldCode="AU" term="%22Kondo+M%22">Kondo M</searchLink>; Department of Ophthalmology, Mie University Graduate School of Medicine, Tsu, Mie, Japan. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101285081%22">PloS one</searchLink> [PLoS One] 2024 Jul 22; Vol. 19 (7), pp. e0304281. <i>Date of Electronic Publication: </i>2024 Jul 22 (<i>Print Publication: </i>2024). – 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="%22Public+Library+of+Science%22">Public Library of Science </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101285081 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1932-6203 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2219326203%22">19326203 </searchLink><i>NLM ISO Abbreviation: </i>PLoS One <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=39038056 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1371/journal.pone.0304281 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e0304281 Titles: – TitleFull: Predicting postoperative visual acuity in epiretinal membrane patients and visualization of the contribution of explanatory variables in a machine learning model. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Irie-Ota A – PersonEntity: Name: NameFull: Matsui Y – PersonEntity: Name: NameFull: Imai K – PersonEntity: Name: NameFull: Mase Y – PersonEntity: Name: NameFull: Konno K – PersonEntity: Name: NameFull: Sasaki T – PersonEntity: Name: NameFull: Chujo S – PersonEntity: Name: NameFull: Matsubara H – PersonEntity: Name: NameFull: Kawanaka H – PersonEntity: Name: NameFull: Kondo M IsPartOfRelationships: – BibEntity: Dates: – D: 22 M: 07 Text: 2024 Jul 22 Type: published Y: 2024 Identifiers: – Type: issn-electronic Value: 1932-6203 Numbering: – Type: volume Value: 19 – Type: issue Value: 7 Titles: – TitleFull: PloS one Type: main |
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