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Wanquan Yan

9 accepted papers

2025

MambaXCTrack: Mamba-Based Tracker With SSM Cross-Correlation and Motion Prompt for Ultrasound Needle Tracking

RA-L 2025

Ultrasound (US)-guided needle insertion is widely employed in percutaneous interventions. However, providing feedback on the needle tip position via US imaging presents challenges due to noise, artifacts, and the thin imaging plane of US, which degrades needle features and leads to intermittent tip

Cited by 5SourceScholar
2024

A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning

CVPR 2024poster

Defocus blur is a persistent problem in microscope imaging that poses harm to pathology interpretation and medical intervention in cell microscopy and microscope surgery. To address this problem a unified framework including the multi-pyramid transformer (MPT) and extended frequency contrastive regu…

2023

Visual Tracking of Needle Tip in 2D Ultrasound based on Global Features in a Siamese Architecture

ICRA 2023poster

Ultrasound (US) is widely used in image-guided needle procedures. Correctly tracking the needle tip position in US images during the procedure plays an important role in improving the needle targeting accuracy and patient safety. This paper presents a leaning-based visual tracking network with a Sia…

Cited by 4SourceScholar
2022

A Variable Length, Variable Stiffness Flexible Instrument for Transoral Robotic Surgery

RA-L 2022

Transoral robotic surgery (TORS) in upper aerodigestive tract remains challenging due to the rigidity and insufficient workspace of existing instruments, and inappropriate balance between compliance and stiffness in flexible instruments. In this letter, a flexible surgical robotic instrument, featur

Cited by 11SourceScholar
2021

Needle Tip Tracking in 2D Ultrasound Based on Improved Compressive Tracking and Adaptive Kalman Filter

RA-L 2021

Ultrasound (US) is commonly used in percutaneous needle procedures for real-time guidance. Accurate and robust automatic needle tracking is highly desirable to address the influence of noise and artifacts in US images. This letter presents a tracking approach which combines an improved compressive t

Cited by 36SourceScholar
2021

Towards Safe Control of Continuum Manipulator Using Shielded Multiagent Reinforcement Learning

RA-L 2021

Continuum robotic manipulators are increasingly adopted in minimal invasive surgery. However, their nonlinear behavior is challenging to model accurately, especially when subject to external interaction, potentially leading to poor control performance. In this letter, we investigate the feasibility

Cited by 42SourceScholar
2021

Towards a Wristed Percutaneous Robot With Variable Stiffness for Pericardiocentesis

RA-L 2021

Pericardiocentesis is the drainage of excessive fluid in the pericardium surrounding the heart under ultrasound guidance. The percutaneous procedure comes with the risk of cardiac perforation since the needle is inserted towards the beating heart. This letter presents a novel percutaneous robot that

Cited by 13SourceScholar
2020

Design, Modeling, and Control of a Compact SMA-Actuated MR-Conditional Steerable Neurosurgical Robot

RA-L 2020

The letter presents a compact shape memory alloy (SMA)-actuated magnetic resonance (MR)-conditional neurosurgical robotic system. It consists of a 2-degree of freedom (DoF) cable-driven steerable end effector, an antagonistic SMA springs-based actuation module, and a quick-connect module, packaged i

Cited by 19SourceScholar