activity
20212026
most citedKaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation

1 citations · 1 across the 9 of their papers we have counts for

collaborators

9 papers

cs.HC2026

The Impact of Deep Care Isa on Reducing Musculoskeletal Disorders and Enhancing Productivity Among Office Employees: A Comprehensive Study

Quanmin Liang, Junjie Yang, Mohammad Ali Nasseri +1

Prolonged sedentary behavior, a pervasive issue in modern workplaces, has been closely linked to musculoskeletal disorders (MSDs) and reduced productivity. This study evaluates the…

cs.CV2025

UOPSL: Unpaired OCT Predilection Sites Learning for Fundus Image Diagnosis Augmentation

Zhihao Zhao, Yinzheng Zhao, Junjie Yang +6

Significant advancements in AI-driven multimodal medical image diagnosis have led to substantial improvements in ophthalmic disease identification in recent years. However, acquiri…

cs.CV2025

CLAPS: A CLIP-Unified Auto-Prompt Segmentation for Multi-Modal Retinal Imaging

Zhihao Zhao, Yinzheng Zhao, Junjie Yang +6

Recent advancements in foundation models, such as the Segment Anything Model (SAM), have significantly impacted medical image segmentation, especially in retinal imaging, where pre…

cs.CV2024

Extrapolating Prospective Glaucoma Fundus Images through Diffusion Model in Irregular Longitudinal Sequences

Zhihao Zhao, Junjie Yang, Shahrooz Faghihroohi +5

The utilization of longitudinal datasets for glaucoma progression prediction offers a compelling approach to support early therapeutic interventions. Predominant methodologies in t…

eess.IV2024★ 1 cited

KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation

Zhihao Zhao, Yinzheng Zhao, Junjie Yang +4

Background and Objective: In the realm of ophthalmic imaging, accurate vascular segmentation is paramount for diagnosing and managing various eye diseases. Contemporary deep learni…

cs.CV2024

AI-Based Fully Automatic Analysis of Retinal Vascular Morphology in Pediatric High Myopia

Yinzheng Zhao, Zhihao Zhao, Junjie Yang +3

Purpose: To investigate the changes in retinal vascular structures associated various stages of myopia by designing automated software based on an artif intelligencemodel. Methods:…

eess.IV2024

KLDD: Kalman Filter based Linear Deformable Diffusion Model in Retinal Image Segmentation

Zhihao Zhao, Yinzheng Zhao, Junjie Yang +3

AI-based vascular segmentation is becoming increasingly common in enhancing the screening and treatment of ophthalmic diseases. Deep learning structures based on U-Net have achieve…

cs.RO2023

EyeLS: Shadow-Guided Instrument Landing System for Intraocular Target Approaching in Robotic Eye Surgery

Junjie Yang, Zhihao Zhao, Siyuan Shen +5

Robotic ophthalmic surgery is an emerging technology to facilitate high-precision interventions such as retina penetration in subretinal injection and removal of floating tissues i…

cs.RO2021

ColibriDoc: An Eye-in-Hand Autonomous Trocar Docking System

Shervin Dehghani, Michael Sommersperger, Junjie Yang +6

Retinal surgery is a complex medical procedure that requires exceptional expertise and dexterity. For this purpose, several robotic platforms are currently being developed to enabl…