activity
20182026
most citedDeep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery

253 citations · 279 across the 8 of their papers we have counts for

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6 papers · 1 filter

cs.RO2026

A Bilateral Teleoperation Framework for Dexterous Manipulation

Stefano Dalla Gasperina, Dong Ho Kang, Haiyun Zhang +10

Dexterous teleoperation requires precise arm-hand coordination, low-latency feedback, and robust interaction in real-world contact-rich environments. This paper presents a modular…

cs.RO2025

Low-Contact Grasping of Soft Tissue with Complex Geometry using a Vortex Gripper

Roman Mykhailyshyn, Ann Majewicz Fey

Soft tissue manipulation is an integral aspect of most surgical procedures; however, the vast majority of surgical graspers used today are made of hard materials, such as metals or…

cs.RO2025

Dexterous Manipulation of Deformable Objects via Pneumatic Gripping: Lifting by One End

Roman Mykhailyshyn, Jonathan Lee, Mykhailo Mykhailyshyn +2

Manipulating deformable objects in robotic cells is often costly and not widely accessible. However, the use of localized pneumatic gripping systems can enhance accessibility. Curr…

cs.RO2023

Uncertainty-aware Self-supervised Learning for Cross-domain Technical Skill Assessment in Robot-assisted Surgery

Ziheng Wang, Andrea Mariani, Arianna Menciassi +2

Objective technical skill assessment is crucial for effective training of new surgeons in robot-assisted surgery. With advancements in surgical training programs in both physical a…

cs.RO2022

Recognition and Prediction of Surgical Gestures and Trajectories Using Transformer Models in Robot-Assisted Surgery

Chang Shi, Yi Zheng, Ann Majewicz Fey

Surgical activity recognition and prediction can help provide important context in many Robot-Assisted Surgery (RAS) applications, for example, surgical progress monitoring and est…

cs.RO2019

Transferrable Operative Difficulty Assessment in Robot-assisted Teleoperation: A Domain Adaptation Approach

Ziheng Wang, Cong Feng, Jie Zhang +1

Providing an accurate and efficient assessment of operative difficulty is important for designing robot-assisted teleoperation interfaces that are easy and natural for human operat…