Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data.
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| Title: | Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data. |
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| Authors: | Lin, Wei-Chun1,2, Chen, Aiyin2, Song, Xubo1, Weiskopf, Nicole G1, Chiang, Michael F3,4, Hribar, Michelle R1,2,3, hribarm@ohsu.edu |
| Source: | Journal of the American Medical Informatics Association; Feb2024, Vol. 31 Issue 2, p456-464, 9p |
| Database: | Applied Science & Technology Source |
| FullText | Text: Availability: 0 |
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| Header | DbId: aci DbLabel: Applied Science & Technology Source An: 174909860 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=174909860 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1093/jamia/ocad213 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 9 StartPage: 456 Titles: – TitleFull: Prediction of multiclass surgical outcomes in glaucoma using multimodal deep learning based on free-text operative notes and structured EHR data. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Lin, Wei-Chun – PersonEntity: Name: NameFull: Chen, Aiyin – PersonEntity: Name: NameFull: Song, Xubo – PersonEntity: Name: NameFull: Weiskopf, Nicole G – PersonEntity: Name: NameFull: Chiang, Michael F – PersonEntity: Name: NameFull: Hribar, Michelle R IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 02 Text: Feb2024 Type: published Y: 2024 Identifiers: – Type: issn-print Value: 10675027 Numbering: – Type: volume Value: 31 – Type: issue Value: 2 Titles: – TitleFull: Journal of the American Medical Informatics Association Type: main |
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