← Search

Ka-Wai Kwok

12 accepted papers

2024

Learning-Based Efficient Phase- Amplitude Modulation and Hybrid Control for MRI-Guided Focused Ultrasound Treatment

RA-L 2024

Magnetic resonance-guided focused ultrasound (MRg-FUS) has become attractive, accredited to its non-invasive nature. However, ultrasound beams focusing and steering is still challenging owing to aberrations induced by soft tissue heterogeneity. In particular for beam motion control to ensure real-ti

Cited by 1SourceScholar
2023

Flexible Needle Bending Model for Spinal Injection Procedures

RA-L 2023

An <i>in situ</i> needle manipulation technique used by physicians when performing spinal injections is modeled to study its effect on needle shape and needle tip position. A mechanics-based model is proposed and solved using finite element method. A test setup is presented to mimic the needle manip

Cited by 11SourceScholar
2022

Towards Adaptive Continuous Control of Soft Robotic Manipulator using Reinforcement Learning

IROS 2022poster

Although the soft robot is gaining considerable popularity in dexterous and safe manipulation, accurate motion control is still an open problem to be explored. Recent investigations suggest that reinforcement learning (RL) is a promising solution but lacks efficient adaptability for Sim2Real transfe…

Cited by 20SourceScholar
2021

A Robotic Platform to Navigate MRI-guided Focused Ultrasound System

RA-L 2021

Focused ultrasound (FUS) technology attracts increasing interests accrediting to its non-invasive and painless treatment of tumors. Magnetic resonance imaging (MRI) guidance has been introduced to monitor this procedure, thus allowing the ultrasound foci to be precisely controlled. However, manual p

Cited by 19SourceScholar
2021

Towards Safe In Situ Needle Manipulation for Robot Assisted Lumbar Injection in Interventional MRI

IROS 2021poster

Lumbar injection is an image-guided procedure performed manually for diagnosis and treatment of lower back pain and leg pain. Previously, we have developed and verified an MR-Conditional robotic solution to assisting the needle insertion process. Drawing on our clinical experiences, a virtual remote…

Cited by 6SourceScholar
2020

Design of a Percutaneous MRI-Guided Needle Robot With Soft Fluid-Driven Actuator

RA-L 2020

Percutaneous ablation is a standard therapy for most cases of hepatocellular carcinoma (HCC), which is a general type of primary liver cancer. Magnetic resonance imaging (MRI) offers high-contrast images of soft tissue to monitor the ablation procedure. However, the success of MRI-guided ablation st

Cited by 32SourceScholar
2020

Eye-in-Hand Visual Servoing Enhanced With Sparse Strain Measurement for Soft Continuum Robots

RA-L 2020

In the feature/object tracking of eye-in-hand visual servoing, 2D motion estimation relying only on image plane feedback is easily affected by vision occlusion, blurring, or poor lighting. For the commonly-used template matching method, tracking performance greatly depends on the image quality. Fibe

Cited by 63SourceScholar
2019

High-Performance Continuous Hydraulic Motor for MR Safe Robotic Teleoperation

RA-L 2019

Magnetic resonance imaging (MRI) guided intervention has drawn increasing attention over the last decade. It is accredited to the capability of monitoring any physiological change of soft tissue with the high-contrast MR images. This also gives rise to the demand for precise tele-manipulation of int

Cited by 40SourceScholar
2019

Real-Time Surface Shape Sensing for Soft and Flexible Structures Using Fiber Bragg Gratings

RA-L 2019

In this letter, we present a new soft and flexible sensor which can reconstruct its surface shape in real time. A single-core optical fiber with fiber Bragg gratings (FBGs) is capable of detecting sparse local strains at high bandwidth using wavelength-division multiplexing. The fiber was embedded i

Cited by 58SourceScholar
2019

Vision-Based Online Learning Kinematic Control for Soft Robots Using Local Gaussian Process Regression

RA-L 2019

Soft robots, owing to their elastomeric material, ensure safe interaction with their surroundings. These robot compliance properties inevitably impose a tradeoff against precise motion control, as to which conventional model-based methods were proposed to approximate the robot kinematics. However, t

Cited by 104SourceScholar
2018

Compact Design of a Hydraulic Driving Robot for Intraoperative MRI-Guided Bilateral Stereotactic Neurosurgery

RA-L 2018

In this letter, we present an intraoperative magnetic resonance imaging (MRI)-guided robot for bilateral stereotactic procedures. Its compact design enables robot's operation within the constrained space of standard imaging head coil. magnetic resonance (MR) safe and high-performance hydraulic trans

Cited by 53SourceScholar
2015

GPU-based proximity query processing on unstructured triangular mesh model

ICRA 2015poster

This paper presents a novel proximity query (PQ) approach capable to detect the collision and calculate the minimal Euclidean distance between two non-convex objects in 3D, namely the robot and the environment. Such approaches are often considered as computationally demanding problems, but are of im…

Cited by 4SourceScholar