Detection and Classification of Diabetic Macular Edema with a Desktop-Based Code-Free Machine Learning Tool.

Furkan Kırık Büşra Demirkıran Cansu Ekinci Aslanoğlu Arif Koytak Mehmet Hakan Ozdemir

Published in: Turkish journal of ophthalmology (2023)

To our knowledge, this is the first evaluation of the effectiveness of Lobe with ophthalmological images, and the results indicate that it can be used with high efficiency in the recognition and classification of DME from SD-OCT images by ophthalmologists without coding expertise.

Keyphrases

deep learning
machine learning
high efficiency
convolutional neural network
artificial intelligence
optical coherence tomography
randomized controlled trial
healthcare
big data
systematic review
diabetic retinopathy
loop mediated isothermal amplification
real time pcr