Multiscale attention-over-attention network for retinal disease recognition in OCT radiology images

Multiscale attention-over-attention network for retinal disease recognition in OCT radiology images

Retinal disease recognition using Optical Coherence Tomography (OCT) images plays a pivotal role in the early diagnosis and treatment of conditions. However, the previous attempts relied on extracting single-scale features often refined by stacked layered attentions. This paper presents a novel deep...

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Bibliographic Details
Main Authors: Abdulmajeed M. Alenezi, Daniyah A. Aloqalaa, Sushil Kumar Singh, Raqinah Alrabiah, Shabana Habib, Muhammad Islam, Yousef Ibrahim Daradkeh
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-11-01
Series:Frontiers in Medicine
Subjects:
retinal recognition
OCT imaging
attention mechanism
deep learning
medical imaging
multi-level features
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2024.1499393/full
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https://www.frontiersin.org/articles/10.3389/fmed.2024.1499393/full

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