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Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment.

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第一作者： Jimmy S,Chen

第一单位： Department of Ophthalmology, Oregon Health and Science University, Portland, Oregon.

作者： Jimmy S,Chen ^[1] ; Jamie E,Anderson ^[1] ; Aaron S,Coyner ^[1] ; Susan,Ostmo ^[1] ; Kemal,Sonmez ^[1] ; Deniz,Erdogmus ^[2] ; Brian K,Jordan ^[3] ; Cynthia T,McEvoy ^[3] ; Dmitry,Dukhovny ^[3] ; Robert L,Schelonka ^[3] ; R V,Paul Chan ^[4] ; Praveer,Singh ^[5] ; Jayashree,Kalpathy-Cramer ^[5] ; Michael F,Chiang ^[6] ; J Peter,Campbell ^[1]

作者单位： Department of Ophthalmology, Oregon Health and Science University, Portland, Oregon. ^[1] Department of Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts. ^[2] Department of Neonatology, Oregon Health and Science University, Portland, Oregon. ^[3] Department of Ophthalmology and Visual Sciences, University of Illinois at Chicago, Chicago, Illinois. ^[4] Department of Radiology, MGH/Harvard Medical School, Charlestown, Massachusetts.;Massachusetts General Hospital & Brigham and Women's Hospital Center for Clinical Data Science, Boston, Massachusetts. ^[5] National Eye Institute, National Institutes of Health, Bethesda, Maryland. ^[6]

关键词 A-ROP, aggressive retinopathy of prematurity AUC, area under the receiver operating characteristic curve AUPRC, area under the precision-recall curve BW, birth weight CI, confidence interval EHR, electronic health record Electronic health records FiO2, fraction of inspired oxygen GA, gestational age Machine learning NICU, neonatal intensive care unit Oxygen exposure PMA, postmenstrual age ROC, receiver operating characteristic ROP, retinopathy of prematurity Retinopathy of prematurity TR-ROP, treatment-requiring retinopathy of prematurity

DOI 10.1016/j.xops.2021.100070

PMID 36275192

发布时间 2022-10-25

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Ophthalmology science

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Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment.

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Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment.

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