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Articles by Ailing Sui
Retinal vessel segmentation using Kolmogorov-Arnold networks and test-time adaptation
Abstract Recently, TransUNet has established itself as a state-of-the-art architecture for medical image segmentation. Although attention mechanisms have yielded remarkable advances, its Multi-Layer Perceptron (MLP)-based design still suffers from limitations in capturing the complex non-linear representations essential for segmenting intricate anatomical structures.
Predictors of the early pneumatic displacement effect of submacular haemorrhage secondary to polypoidal choroidal vasculopathy
Abstract To identify baseline predictors of early submacular haemorrhage (SMH) displacement following intravitreal injection of C3F8, recombinant tissue plasminogen activator (rt-PA), and ranibizumab in patients with polypoidal choroidal vasculopathy (PCV). In this retrospective case-control study, swept-source OCT scans were analysed before and one week after treatment. SMH displacement was classified as incomplete (Group 1) or complete (Group 2) based on fundus photography and OCT.
nnLoGoNet: a hybrid local-global network for retinal vessel segmentation with Skeleton Recall Loss
Abstract Retinal vessel segmentation is a fundamental task in ophthalmic image analysis, playing a critical role in disease screening and clinical diagnosis. However, accurately delineating fine-grained micro-vessels while preserving global topological integrity remains challenging due to complex vascular structures, low contrast, and fragmented appearances. To tackle these issues, we propose nnLoGoNet, a novel hybrid local–global network architecture built upon the nnUNet framework.
The IL‐23/IL‐17 axis promotes the formation of retinal neovascularization by activating the NLRP3 inflammasome in macrophages in an experimental retinopathy mouse model
ORIGINAL ARTICLE Ailing Sui, The Department of Ophthalmology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China These authors contributed equally: Ailing Sui, Xiuping Chen Search for more papers by this author Xiuping Chen, The Department of Ophthalmology, Zhongshan Hospital, Fudan University, Shanghai, China These authors contributed equally: Ailing Sui, Xiuping Chen Search for more papers by this author Yiyun Yao, The Department of Ophthalmology, Ruijin...
Inhibition of integrin α5β1 ameliorates VEGF-induced retinal neovascularization and leakage by suppressing NLRP3 inflammasome signaling in a mouse model
Abstract Purpose To assess the effect of inhibiting integrin α5β1 by ATN-161 on vascular endothelial growth factor (VEGF)-induced neovascularization (NV) and leakage causing retinal detachment in adult Tet/opsin/VEGF transgenic mice, and characterize the underlying mechanism of its function.
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