← Search

Kenan Niu

3 accepted papers

2024

Deep Learning based acoustic measurement approach for robotic applications on orthopedics

ICRA 2024poster

In Total Knee Replacement Arthroplasty (TKA), surgical robotics can provide image-guided navigation to fit implants with high precision. Its tracking approach highly relies on inserting bone pins into the bones tracked by the optical tracking system. This is normally done by invasive, radiative mann…

Cited by 3SourceScholar
2022

Deep-Learning-Based Compliant Motion Control of a Pneumatically-Driven Robotic Catheter

RA-L 2022

In cardiovascular interventions, when steering catheters and especially robotic catheters, great care should be paid to prevent applying too large forces on the vessel walls as this could dislodge calcifications, induce scars or even cause perforation. To address this challenge, this paper presents

Cited by 39SourceScholar
2021

Hysteresis Modeling of Robotic Catheters Based on Long Short-Term Memory Network for Improved Environment Reconstruction

RA-L 2021

Catheters are increasingly being used to tackle problems in the cardiovascular system. However, positioning precision of the catheter tip is negatively affected by hysteresis. To ensure tissue damage due to imprecise positioning is avoided, hysteresis is to be understood and compensated for. This wo

Cited by 52SourceScholar