Lightweight LDA-UNet for accurate and interpretable visualization of retinopathy of prematurity

Abstract Retinopathy of prematurity (ROP) is one of the main causes of blindness in children. Timely prevention and treatment can effectively control its progression. Although convolutional neural networks (CNNs) have been widely studied in the field of ROP detection, limitations such as parameter r...

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Bibliographic Details
Main Authors: Honghao Lu, Madhavi Devaraj
Format: Article
Language:English
Published: Springer 2025-03-01
Series:Discover Applied Sciences
Subjects:
Online Access:https://doi.org/10.1007/s42452-025-06731-w
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