WaveRNet: Wavelet-Guided Frequency Learning for Multi-Source Domain-Generalized Retinal Vessel Segmentation
- Chanchan WangYuanfang WangQing XuGuan-Ying Chen
- 9 January 2026
Medicine, Computer Science
WaveRNet, a wavelet-guided frequency learning framework for robust multi-source domain-generalized retinal vessel segmentation, is proposed and a Hierarchical Mask-Prompt Refiner that overcomes SAM's upsampling limitation through coarse-to-fine refinement with long-range dependency modeling is presented.
Spectrum of retinal microvascular ischemia in patients with COVID-19 based on multimodal imaging
- Min ZhangJunran Sun Suqin Yu
- 1 September 2024
Medicine, Environmental Science
Ocular manifestation of COVID-19 associated microvascular ischemia can be variable, including CWS, PAMM and ASHH, andMultimodal fundus imaging technologies are useful tools to reveal involved retinal layers, extent, and severity.
Ciliary sulcus characteristics in patients with axial myopia using ultrasound biomicroscope.
- Chanchan WangYong Ma Shengtao Liu
- 1 February 2025
Medicine
Asia - Pacific Journal of Ophthalmology
Significant spatial differences in ciliary sulcus and ciliary body morphology were observed in patients with axial myopia, and STS and STSL are potential indicators in preoperative ICL assessment.
Prognosis and role of clinical and imaging features in patients with malignant pericardial effusion: a single-center study in China
- Shucai WangJiazheng ZhaoChanchan WangNing Zhang
- 26 November 2021
Medicine
MPE has complex clinical manifestations and an unsatisfactory prognosis, and echocardiographic fluid signs, electrocardiographic evidence of sinus tachycardia, and electronic evidence of cardiac tamponade are independent risk factors affecting prognosis.