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20192025
most citedVirtual Reality for Synergistic Surgical Training and Data Generation

26 citations · 97 across the 18 of their papers we have counts for

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6 papers · 1 filter

cs.RO2025★ 1 cited

Cosmos-H-Surgical: Learning Surgical Robot Policies from Videos via World Modeling

Yufan He, Pengfei Guo, Mengya Xu +11

Data scarcity remains a fundamental barrier to achieving fully autonomous surgical robots. While large scale vision language action (VLA) models have shown impressive generalizatio…

cs.RO2023

Fully Immersive Virtual Reality for Skull-base Surgery: Surgical Training and Beyond

Adnan Munawar, Zhaoshuo Li, Nimesh Nagururu +4

Purpose: A virtual reality (VR) system, where surgeons can practice procedures on virtual anatomies, is a scalable and cost-effective alternative to cadaveric training. The fully d…

cs.RO2022

Rethinking Causality-driven Robot Tool Segmentation with Temporal Constraints

Hao Ding, Jie Ying Wu, Zhaoshuo Li +1

Purpose: Vision-based robot tool segmentation plays a fundamental role in surgical robots and downstream tasks. CaRTS, based on a complementary causal model, has shown promising pe…

cs.RO2021★ 26 cited

Virtual Reality for Synergistic Surgical Training and Data Generation

Adnan Munawar, Zhaoshuo Li, Punit Kunjam +7

Surgical simulators not only allow planning and training of complex procedures, but also offer the ability to generate structured data for algorithm development, which may be appli…

cs.RO2020

Anatomical Mesh-Based Virtual Fixtures for Surgical Robots

Zhaoshuo Li, Alex Gordon, Thomas Looi +3

This paper presents a dynamic constraint formulation to provide protective virtual fixtures of 3D anatomical structures from polygon mesh representations. The proposed approach can…

cs.RO2019★ 22 cited

Hybrid Robot-assisted Frameworks for Endomicroscopy Scanning in Retinal Surgeries

Zhaoshuo Li, Mahya Shahbazi, Niravkumar Patel +9

High-resolution real-time intraocular imaging of retina at the cellular level is very challenging due to the vulnerable and confined space within the eyeball as well as the limited…