activity
20232025
most citedSurgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery

6 citations · 15 across the 13 of their papers we have counts for

collaborators

13 papers

cs.CV2025

SurgLLM: A Versatile Large Multimodal Model with Spatial Focus and Temporal Awareness for Surgical Video Understanding

Zhen Chen, Xingjian Luo, Kun Yuan +6

Surgical video understanding is crucial for facilitating Computer-Assisted Surgery (CAS) systems. Despite significant progress in existing studies, two major limitations persist, i…

cs.CV2025

Advancing Dense Endoscopic Reconstruction with Gaussian Splatting-driven Surface Normal-aware Tracking and Mapping

Yiming Huang, Beilei Cui, Long Bai +5

Simultaneous Localization and Mapping (SLAM) is essential for precise surgical interventions and robotic tasks in minimally invasive procedures. While recent advancements in 3D Gau…

cs.CV2025★ 3 cited

EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery

Guankun Wang, Long Bai, Junyi Wang +13

Recently, Multimodal Large Language Models (MLLMs) have demonstrated their immense potential in computer-aided diagnosis and decision-making. In the context of robotic-assisted sur…

cs.CV2024

SurgTrack: CAD-Free 3D Tracking of Real-world Surgical Instruments

Wenwu Guo, Jinlin Wu, Zhen Chen +4

Vision-based surgical navigation has received increasing attention due to its non-invasive, cost-effective, and flexible advantages. In particular, a critical element of the vision…

cs.CV2024

ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding

Zhen Chen, Zongming Zhang, Wenwu Guo +5

Surgical instrument segmentation is crucial in surgical scene understanding, thereby facilitating surgical safety. Existing algorithms directly detected all instruments of pre-defi…

eess.IV2024

EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy

Long Bai, Tong Chen, Qiaozhi Tan +10

Wireless Capsule Endoscopy (WCE) is highly valued for its non-invasive and painless approach, though its effectiveness is compromised by uneven illumination from hardware constrain…

cs.RO2024

Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics

Huan Xu, Jinlin Wu, Guanglin Cao +3

Ultrasonography has revolutionized non-invasive diagnostic methodologies, significantly enhancing patient outcomes across various medical domains. Despite its advancements, integra…

cs.CV2024★ 3 cited

VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons

Zhen Chen, Xingjian Luo, Jinlin Wu +5

The surgical intervention is crucial to patient healthcare, and many studies have developed advanced algorithms to provide understanding and decision-making assistance for surgeons…

cs.CV2024★ 6 cited

Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery

Guankun Wang, Long Bai, Wan Jun Nah +7

Recent advancements in Surgical Visual Question Answering (Surgical-VQA) and related region grounding have shown great promise for robotic and medical applications, addressing the…

cs.RO2024★ 3 cited

Enhancing Surgical Robots with Embodied Intelligence for Autonomous Ultrasound Scanning

Huan Xu, Jinlin Wu, Guanglin Cao +3

Ultrasound robots are increasingly used in medical diagnostics and early disease screening. However, current ultrasound robots lack the intelligence to understand human intentions…

cs.CV2023

SurgPLAN: Surgical Phase Localization Network for Phase Recognition

Xingjian Luo, You Pang, Zhen Chen +4

Surgical phase recognition is crucial to providing surgery understanding in smart operating rooms. Despite great progress in automatic surgical phase recognition, most existing met…

cs.CV2023

PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments

Zhen Sun, Huan Xu, Jinlin Wu +3

In surgical procedures, correct instrument counting is essential. Instance segmentation is a location method that locates not only an object's bounding box but also each pixel's sp…

eess.IV2023

Weakly Supervised YOLO Network for Surgical Instrument Localization in Endoscopic Videos

Rongfeng Wei, Jinlin Wu, Xuexue Bai +4

In minimally invasive surgery, surgical instrument localization is a crucial task for endoscopic videos, which enables various applications for improving surgical outcomes. However…