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

Jimmy S. Chen,Jamie E. Anderson,Aaron S. Coyner,Susan Ostmo,Kemal Sonmez,Deniz Erdogmus,Brian K. Jordan,Cynthia T. McEvoy,Dmitry Dukhovny,Robert L. Schelonka,R.V. Paul Chan,Praveer Singh,Jayashree Kalpathy-Cramer,Michael F. Chiang,J. Peter Campbell

Ophthalmology Science（2021）

Cited 1|Views7
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Abstract
Oxygen exposure can be extracted from the EHR and quantified as a risk factor for incident TR-ROP and A-ROP. Extracting quantifiable clinical features from the EHR may be useful for building risk models for multiple diseases and evaluating the complex relationships among oxygen exposure, ROP, and other sequelae of prematurity.
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Key words
Electronic health records,Machine learning,Oxygen exposure,Retinopathy of prematurity
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