activity
20242026
most citedKaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation

1 citations · 1 across the 6 of their papers we have counts for

collaborators

6 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.RO2026

UniDWM: Towards a Unified Driving World Model via Multifaceted Representation Learning

Shuai Liu, Siheng Ren, Xiaoyao Zhu +5

Achieving reliable and efficient planning in complex driving environments requires a model that can reason over the scene's geometry, appearance, and dynamics. We present UniDWM, a…

eess.IV2025

Dynamic Structural Recovery Parameters Enhance Prediction of Visual Outcomes After Macular Hole Surgery

Yinzheng Zhao, Zhihao Zhao, Rundong Jiang +6

Purpose: To introduce novel dynamic structural parameters and evaluate their integration within a multimodal deep learning (DL) framework for predicting postoperative visual recove…

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…

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…