TL;DR
The Adaptive Multi-View Transformer with Uncertainty (AMTU) is proposed, designed to exploit complementary information while reducing the discriminative dependency on the integrity of the Available View Set.
Optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) provide complementary structural and microvascular information for retinal disease assessment. However, subject-level fusion is challenging because disease evidence may be distributed across retinal slabs and the diagnostic relevance...
Multimodal learning that integrates Color Fundus Photography (CFP) and Optical Coherence Tomography (OCT) can enhance retinal disease recognition by combining surface appearance with depth-resolved structural cues. However, the limited availability of synchronized 2D-3D CFP-OCT datasets hinders the deployment of multim...
Ocular diseases require accurate diagnosis and continuous monitoring to improve patient outcomes. Optical Coherence Tomography Angiography (OCTA) is a non-invasive imaging modality that provides detailed visualization of ocular vascular structures. However, existing methods face challenges, including loss of slice-dire...
Optical coherence tomography (OCT) is a high-resolution and non-contact optical imaging and sensing modality that provides depth-resolved cross-sectional visualization of retinal microstructures. It plays an important role in the assessment of retinal diseases, including age-related macular degeneration (AMD) and diabe...
Optical coherence tomography (OCT) is an important imaging modality for detecting retinal disorders, including diabetic macular edema (DME), choroidal neovascularization (CNV), and drusen, as well as distinguishing healthy retinal patterns. Nevertheless, visual assessment of OCT scans is labor‐intensive, observer‐depen...
A lightweight TUnet+ network incorporating an innovatively designed PSE_C2fCIB module provides a robust technical foundation for automated diagnostic support and quantitative disease assessment, and it demonstrates the value of electromagnetic-wave imaging analysis in biomedical engineering.
We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.
