Bilirubin estimates from smartphone images of newborn infants' skin correlated highly to serum bilirubin levels.

Anders AuneGunnar VartdalHåkon BergsengLise Lyngsnes Randeberg Elisabeth Darj

Published in: Acta paediatrica (Oslo, Norway : 1992) (2020)

A smartphone-based tool that estimated bilirubin levels from digital images identified severe jaundice with high sensitivity and could provide a screening tool for neonatal jaundice.

Keyphrases

deep learning
convolutional neural network
optical coherence tomography
early onset
soft tissue
machine learning