Overview
Ziyun is a Ph.D. candidate in the Department of Biomedical Engineering at Duke. Ziyun's research interests are learning-based image analysis, including OCT images segmentation and salient object detection. Other than research, Ziyun enjoys sports.
Recent Publications
Self-knowledge distillation-empowered directional connectivity transformer for microbial keratitis biomarkers segmentation on slit-lamp photography.
Journal Article Medical image analysis · May 2025 The lack of standardized, objective tools for measuring biomarker morphology poses a significant obstacle to managing Microbial Keratitis (MK). Previous studies have demonstrated that robust segmentation benefits MK diagnosis, management, and estimation of ... Full text CiteRecent Grants
Automated Software for Analysis of Adaptive Optics Scanning Optical Coherence Tomography Images
ResearchGraduate Student · Awarded by Foundation Fighting Blindness, Inc · 2021 - 2027Quantifying Microbial Keratitis Features to Predict Outcomes
ResearchGraduate Student · Awarded by University of Michigan · 2020 - 2024Handheld Portable Adaptive Optics Optical Coherence Tomography for Imaging Young Children
ResearchGraduate Student · Awarded by National Institutes of Health · 2019 - 2022View All Grants