Medical Staff and Resident Preferences for Using Deep Learning in Eye Disease Screening: Discrete Choice Experiment.

Senlin Lin Liping Li Hai-Dong Zou Yi Xu Lina Lu

Published in: Journal of medical Internet research (2022)

Deep learning model under doctors' supervision is strongly recommended, and the specificity of the model should be more than 90%. In addition, digital transformation should help medical staff move away from heavy and repetitive work and spend more time on communicating with residents.

Keyphrases

deep learning
healthcare
artificial intelligence
convolutional neural network
machine learning
high frequency
patient safety
decision making
quality improvement