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20222026
most citedSurgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery

6 citations · 44 across the 67 of their papers we have counts for

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12 papers · 1 filter

eess.IV2026

Morphological Decoupling-Based Skeletal Classification for Clinical Assessment of Malocclusion

Zhichun Jin, Zhicheng He, Hao Xu +4

Malocclusion skeletal grading is a fundamental task in orthodontics, critical for diagnosis and treatment planning. Traditionally, cone-beam computed tomography (CBCT) is used for…

cs.AI2026

Surg-UniWorld: A Unified Surgical World Model with Multimodal Control Experts

Rulin Zhou, Wanhao Liu, Guoheng Ma +8

Controllable surgical world models can provide a generative foundation for surgical artificial intelligence and simulation by synthesizing realistic instrument--tissue interactions…

cs.CV2026

Parameter-Efficient Adaptation of SAM3 for Prompt-Driven Surgical Concept Segmentation

Changjing Liu, Yiming Huang, Beilei Cui +5

Efficient surgical segmentation empowers clinical diagnosis, intraoperative monitoring, and downstream robotic pipelines for reconstruction and simulation. Although prompt-driven f…

cs.CV2026

GeoCFNet: Geometry-Aware Confidence Field Network for Robot-Assisted Endoscopic Submucosal Dissection

Rui Tang, Guankun Wang, Long Bai +5

Advanced surgical robotics has made robot-assisted endoscopic submucosal dissection (ESD) a promising approach for the en-bloc resection of large lesions, with the potential to red…

eess.IV2026

DaX: Learning General Pathology Representations Across Scales

Bokai Zhao, Yiyang Zhang, Long Bai +3

Computational pathology requires visual representations that transfer across diverse clinical endpoints and remain robust to variation in magnification, staining, scanner type, sli…

cs.RO2026

How can reasoning capability empower the AI copilot robot in endoscopic surgery

Guankun Wang, Long Bai, Hongliang Ren

Reasoning capability has significantly advanced complex logical inference and robotic decision-making in general domains. However, its potential in the Artificial Intelligence (AI)…

cs.CV2026

SurgOnAir: Hierarchy-Aware Real-Time Surgical Video Commentary

Jingyi He, Yue Zhou, Long Bai +3

Understanding surgical workflow in real time is fundamental for intelligent surgical embodiment, where AI systems continuously perceive and respond as surgery proceeds. In the oper…

cs.CV2026

EndoGSim: Physics-Aware 4D Dynamic Endoscopic Scene Simulations via MLLM-Guided Gaussian Splatting

Changjing Liu, Yiming Huang, Long Bai +2

In robot-assisted minimally invasive surgery, high-fidelity dynamic endoscopic scene reconstruction and simulation are crucial to enhancing downstream tasks and advancing surgical…

cs.CV2026

Geometry OR Tracker: Universal Geometric Operating Room Tracking

Yihua Shao, Kang Chen, Feng Xue +6

In operating rooms (OR), world-scale multi-view 3D tracking supports downstream applications such as surgeon behavior recognition, where physically meaningful quantities such as di…

cs.RO2026

TMR-VLA:Vision-Language-Action Model for Magnetic Motion Control of Tri-leg Silicone-based Soft Robot

Ruijie Tang, Chi Kit Ng, Kaixuan Wu +5

In-vivo environments, magnetically actuated soft robots offer advantages such as wireless operation and precise control, showing promising potential for painless detection and ther…

cs.RO2026

GeoLanG: Geometry-Aware Language-Guided Grasping with Unified RGB-D Multimodal Learning

Rui Tang, Guankun Wang, Long Bai +6

Language-guided grasping has emerged as a promising paradigm for enabling robots to identify and manipulate target objects through natural language instructions, yet it remains hig…

cs.CV2026

Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion

Meng Wei, Kun Yuan, Shi Li +7

Enabling intuitive, language-driven interaction with surgical scenes is a critical step toward intelligent operating rooms and autonomous surgical robotic assistance. However, the…