Papers
2
Total Citations
5
H-Index
1
About
Dr. Weihong Yu is a pioneering researcher at the intersection of artificial intelligence and ophthalmology, with key contributions in AI-assisted diagnostics and robotic-assisted vitreoretinal surgery. Her most impactful work includes the validation of the "SongYue" AI robot-assisted diagnosis system for diabetic retinopathy (DR), a deep learning-based tool trained on over 25,000 retinal images. This system demonstrated robust diagnostic performance, offering a scalable solution for early DR detection—a leading cause of preventable blindness. With 4 citations, this 2019 study laid foundational groundwork for integrating autonomous AI into clinical retinal screening. More recently, Dr. Yu has advanced surgical robotics through her 2024 work on procedure recognition in robotic-assisted vitreoretinal surgery, specifically targeting internal limiting membrane (ILM) peeling—a procedure requiring micron-level precision beyond human physiological limits. By employing knowledge-driven segmentation, her research enables automated recognition of surgical phases, enhancing safety and efficacy in delicate retinal operations. Dr. Yu’s work bridges deep learning and robotic precision, directly addressing critical challenges in ophthalmic care and surgery, positioning her as a key innovator in AI-driven medical robotics.
Research Focus
Key Achievements
Top Papers
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