AIMC Topic: Infant, Premature

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Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks.

JAMA ophthalmology Jul 1, 2018
IMPORTANCE: Retinopathy of prematurity (ROP) is a leading cause of childhood blindness worldwide. The decision to treat is primarily based on the presence of plus disease, defined as dilation and tortuosity of retinal vessels. However, clinical diagn...
Humans Neural Networks, Computer Algorithms Female Infant, Newborn Reproducibility of Results Sensitivity and Specificity Male Infant Deep Learning ROC Curve Image Interpretation, Computer-Assisted Infant, Premature Gestational Age Retinopathy of Prematurity Photography Retinal Vessels
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Levels and effectiveness of oral retinol supplementation in VLBW preterm infants.

International journal of immunopathology and pharmacology Jan 1, 2018
Retinol palmitate oral administration is convenient, but it is difficult to assess/monitor its nutritional status in preterm infants and literature is controversial about the administration route and the effectiveness of vitamin A supplementation. We...
Humans Female Infant, Newborn Male Dietary Supplements Administration, Oral Vitamin A Nutritional Status Infant, Premature Infant, Low Birth Weight
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Postoperative neonatal mortality prediction using superlearning.

The Journal of surgical research Jan 1, 2018
BACKGROUND: The variable risks associated with neonatal surgery present a challenge to accurate mortality prediction. We aimed to apply superlearning, an ensemble machine learning method, to the prediction of 30-day neonatal postoperative mortality.
Humans Machine Learning Algorithms Female Infant, Newborn Male Infant United States Models, Theoretical Infant Mortality Surgical Procedures, Operative Infant, Premature
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