Evaluation of photography using head-mounted display technology (ICAPS) for district Trachoma surveys.

Fahd Naufal Christopher John BradyMeraf A WolleMichael Saheb KashafHarran MkochaChristopher Bradley George KabonaJeremiah NgondiRobert W MassofSheila K West

Published in: PLoS neglected tropical diseases (2021)

The prototype ICAPS device was robust, able to image 1305 children in a district level survey and transmit images from rural Tanzania to an online grading platform. More work is needed to improve the percentage of ungradable images and to better understand the causes of disagreement between field and photo grading.

Keyphrases

deep learning
south africa
convolutional neural network
cross sectional
optical coherence tomography
young adults
machine learning
optic nerve
single cell