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Guangshen Ma

8 accepted papers

2026

OCT-DeformNet: Optical Coherence Tomography-Guided Biological Tissue Shape Prediction for Robot Palpation in Microsurgery

ICRA 2026poster

In medical robotics, biological shape deformation resulting from arbitrary tool-tissue interaction commonly occurs and motivates the need in microsurgery to predict the new geometry of tissue structures. However, handling deformation is challenging due to the lack of a general prediction model for v…

Cited by 0Scholar
2025

Dual-Arm Teleoperated Robotic Microsurgery System with Live Volumetric OCT Image Feedback

IROS 2025

In microsurgery, surgeons frequently encounter challenges due to the need for exceptional precision and dexterity, the lack of depth perception for micro-scale surgical maneuvers, and the inevitable effects of fatigue and hand tremor. In surgical robotics, conventional intraoperative perception syst

Cited by 0SourceScholar
2025

Geometry-Aware Volumetric Data Stitching Using Local Surface Mapping and Robot Optical Coherence Tomography

ICRA 2025

Optical coherence tomography (OCT) has been widely used for high-fidelity biological tissue scanning but is traditionally limited to small lateral fields of view that preclude large-area scanning. To overcome this problem, we propose an integration of an OCT sensor to a 6-DOF robot arm end-effector

Cited by 1SourceScholar
2023

3D Laser-and-Tissue Agnostic Data-Driven Method for Robotic Laser Surgical Planning

IROS 2023poster

In robotic laser surgery, shape prediction of an one-shot ablation crater is an important problem for minimizing errant overcutting of healthy tissue during the course of pathological tissue resection and precise tumor removal. Since it is difficult to physically model the laser-tissue interaction d…

Cited by 1SourceScholar
2021

A Novel Robotic System for Ultrasound-guided Peripheral Vascular Localization

ICRA 2021poster

In this paper, we present an autonomous RGB-D and 2D ultrasound-guided robotic system for collecting 3D localized volumes of peripheral vessels. This compact design, with available commercial components, lends itself to platform utility throughout the human body. The fully integrated system works wi…

Cited by 18SourceScholar
2019

A Novel Laser Scalpel System for Computer-assisted Laser Surgery

ICRA 2019poster

Laser scalpels are utilized across a variety of surgical and dermatological procedures due to their precision and non-contact nature. This paper presents a novel laser scalpel system for superficial laser therapy applications. The system integrates a RGB-D camera, a 3D triangulation sensor and a car…

Cited by 8SourceScholar