Deep Learning-Based Prediction of Cardiopulmonary Disease in Retinal Images of Premature Infants.
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| Title: | Deep Learning-Based Prediction of Cardiopulmonary Disease in Retinal Images of Premature Infants. |
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| Authors: | Singh P; Ophthalmology, University of Colorado School of Medicine, Aurora., Kumar S; Ophthalmology, University of Colorado School of Medicine, Aurora., Tyagi R; Radiology, MGH/Harvard Medical School, Charlestown, Massachusetts., Young BK; Ophthalmology, Oregon Health & Science University, Portland., Jordan BK; Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland., Scottoline B; Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland., Evers PD; Division of Pediatric Cardiology, Department of Pediatrics, Oregon Health & Science University, Portland., Ostmo S; Ophthalmology, Oregon Health & Science University, Portland., Coyner AS; Ophthalmology, Oregon Health & Science University, Portland., Lin WC; Ophthalmology, Oregon Health & Science University, Portland., Gupta A; Radiology, MGH/Harvard Medical School, Charlestown, Massachusetts., Erdogmus D; Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts., Chan RVP; Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, Illinois., McCourt EA; Ophthalmology, University of Colorado School of Medicine, Aurora., Barry JS; Department of Pediatrics, Section of Neonatology, University of Colorado School of Medicine, Aurora., McEvoy CT; Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland., Chiang MF; National Eye Institute, National Institutes of Health, Bethesda, Maryland.; National Library of Medicine, National Institutes of Health, Bethesda, Maryland., Campbell JP; Ophthalmology, Oregon Health & Science University, Portland., Kalpathy-Cramer J; Ophthalmology, University of Colorado School of Medicine, Aurora. |
| Source: | JAMA ophthalmology [JAMA Ophthalmol] 2026 Mar 01; Vol. 144 (3), pp. 230-237. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: American Medical Association Country of Publication: United States NLM ID: 101589539 Publication Model: Print Cited Medium: Internet ISSN: 2168-6173 (Electronic) Linking ISSN: 21686165 NLM ISO Abbreviation: JAMA Ophthalmol Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41569552 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Deep Learning-Based Prediction of Cardiopulmonary Disease in Retinal Images of Premature Infants. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Singh+P%22">Singh P</searchLink>; Ophthalmology, University of Colorado School of Medicine, Aurora.<br /><searchLink fieldCode="AU" term="%22Kumar+S%22">Kumar S</searchLink>; Ophthalmology, University of Colorado School of Medicine, Aurora.<br /><searchLink fieldCode="AU" term="%22Tyagi+R%22">Tyagi R</searchLink>; Radiology, MGH/Harvard Medical School, Charlestown, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Young+BK%22">Young BK</searchLink>; Ophthalmology, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Jordan+BK%22">Jordan BK</searchLink>; Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Scottoline+B%22">Scottoline B</searchLink>; Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Evers+PD%22">Evers PD</searchLink>; Division of Pediatric Cardiology, Department of Pediatrics, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Ostmo+S%22">Ostmo S</searchLink>; Ophthalmology, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Coyner+AS%22">Coyner AS</searchLink>; Ophthalmology, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Lin+WC%22">Lin WC</searchLink>; Ophthalmology, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Gupta+A%22">Gupta A</searchLink>; Radiology, MGH/Harvard Medical School, Charlestown, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Erdogmus+D%22">Erdogmus D</searchLink>; Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts.<br /><searchLink fieldCode="AU" term="%22Chan+RVP%22">Chan RVP</searchLink>; Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, Illinois.<br /><searchLink fieldCode="AU" term="%22McCourt+EA%22">McCourt EA</searchLink>; Ophthalmology, University of Colorado School of Medicine, Aurora.<br /><searchLink fieldCode="AU" term="%22Barry+JS%22">Barry JS</searchLink>; Department of Pediatrics, Section of Neonatology, University of Colorado School of Medicine, Aurora.<br /><searchLink fieldCode="AU" term="%22McEvoy+CT%22">McEvoy CT</searchLink>; Division of Neonatology, Department of Pediatrics, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Chiang+MF%22">Chiang MF</searchLink>; National Eye Institute, National Institutes of Health, Bethesda, Maryland.; National Library of Medicine, National Institutes of Health, Bethesda, Maryland.<br /><searchLink fieldCode="AU" term="%22Campbell+JP%22">Campbell JP</searchLink>; Ophthalmology, Oregon Health & Science University, Portland.<br /><searchLink fieldCode="AU" term="%22Kalpathy-Cramer+J%22">Kalpathy-Cramer J</searchLink>; Ophthalmology, University of Colorado School of Medicine, Aurora. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101589539%22">JAMA ophthalmology</searchLink> [JAMA Ophthalmol] 2026 Mar 01; Vol. 144 (3), pp. 230-237. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Multicenter Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Medical+Association%22">American Medical Association </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101589539 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>2168-6173 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2221686165%22">21686165 </searchLink><i>NLM ISO Abbreviation: </i>JAMA Ophthalmol <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41569552 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1001/jamaophthalmol.2025.5814 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 230 Titles: – TitleFull: Deep Learning-Based Prediction of Cardiopulmonary Disease in Retinal Images of Premature Infants. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Singh P – PersonEntity: Name: NameFull: Kumar S – PersonEntity: Name: NameFull: Tyagi R – PersonEntity: Name: NameFull: Young BK – PersonEntity: Name: NameFull: Jordan BK – PersonEntity: Name: NameFull: Scottoline B – PersonEntity: Name: NameFull: Evers PD – PersonEntity: Name: NameFull: Ostmo S – PersonEntity: Name: NameFull: Coyner AS – PersonEntity: Name: NameFull: Lin WC – PersonEntity: Name: NameFull: Gupta A – PersonEntity: Name: NameFull: Erdogmus D – PersonEntity: Name: NameFull: Chan RVP – PersonEntity: Name: NameFull: McCourt EA – PersonEntity: Name: NameFull: Barry JS – PersonEntity: Name: NameFull: McEvoy CT – PersonEntity: Name: NameFull: Chiang MF – PersonEntity: Name: NameFull: Campbell JP – PersonEntity: Name: NameFull: Kalpathy-Cramer J IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 03 Text: 2026 Mar 01 Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 2168-6173 Numbering: – Type: volume Value: 144 – Type: issue Value: 3 Titles: – TitleFull: JAMA ophthalmology Type: main |
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