Ocular Disease Detection with Deep Learning (Fine-Grained Image Categorization) Applied to Ocular B-Scan Ultrasound Images.

Xin YeShucheng HeRuilong DanShangchao YangJiahao XvYang LuBole WuCongying ZhouHan XuJiafeng YuWenbin XieYaqi WangLijun Shen

Published in: Ophthalmology and therapy (2024)

The proposed DPLA-Net showed high accuracy for screening and classifying multiple ophthalmic diseases using B-scan ultrasound images across mutiple centers. Moreover, the system can promote the efficiency of classification by ophthalmologists.

Keyphrases

deep learning
convolutional neural network
computed tomography
magnetic resonance imaging
artificial intelligence
machine learning
contrast enhanced ultrasound
molecular dynamics
air pollution
ultrasound guided
dual energy
magnetic resonance