[HTML][HTML] A review on machine learning in flexible surgical and interventional robots: Where we are and where we are going

D Wu, R Zhang, A Pore, D Dall'Alba, XT Ha, Z Li… - … Signal Processing and …, 2024 - Elsevier
Abstract Minimally Invasive Procedures (MIPs) emerged as an alternative to more invasive
surgical approaches, offering patient benefits such as smaller incisions, less pain, and …

A review of recent advances in registration techniques applied to minimally invasive therapy

R Liao, L Zhang, Y Sun, S Miao… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Minimally invasive and less invasive procedure is becoming more and more common in
medical therapy. Image guidance is an indispensable component in minimally invasive …

Dynamic coronary roadmap** via catheter tip tracking in X-ray fluoroscopy with deep learning based Bayesian filtering

H Ma, I Smal, J Daemen, T van Walsum - Medical image analysis, 2020 - Elsevier
Percutaneous coronary intervention (PCI) is typically performed with image guidance using
X-ray angiograms in which coronary arteries are opacified with X-ray opaque contrast …

End-to-end real-time catheter segmentation with optical flow-guided war** during endovascular intervention

A Nguyen, D Kundrat, G Dagnino, W Chi… - … on Robotics and …, 2020 - ieeexplore.ieee.org
Accurate real-time catheter segmentation is an important pre-requisite for robot-assisted
endovascular intervention. Most of the existing learning-based methods for catheter …

A real-time multifunctional framework for guidewire morphological and positional analysis in interventional X-ray fluoroscopy

YJ Zhou, XL **e, XH Zhou, SQ Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In endovascular and cardiovascular surgery, real-time guidewire morphological and
positional analysis is an important prerequisite for robot-assisted intervention, which can aid …

Real‐time x‐ray fluoroscopy‐based catheter detection and tracking for cardiac electrophysiology interventions

YL Ma, N Gogin, P Cathier, RJ Housden… - Medical …, 2013 - Wiley Online Library
Purpose: X‐ray fluoroscopically guided cardiac electrophysiology (EP) procedures are
commonly carried out to treat patients with arrhythmias. X‐ray images have poor soft tissue …

Vessel-targeted compensation of deformable motion in interventional cone-beam CT

A Lu, H Huang, Y Hu, W Zbijewski, M Unberath… - Medical image …, 2024 - Elsevier
The present standard of care for unresectable liver cancer is transarterial
chemoembolization (TACE), which involves using chemotherapeutic particles to selectively …

Interventional tool tracking using discrete optimization

H Heibel, B Glocker, M Groher… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
This work presents a novel scheme for tracking of motion and deformation of interventional
tools such as guide-wires and catheters in fluoroscopic X-ray sequences. Being able to track …

Dynamic 2-D/3-D rigid registration framework using point-to-plane correspondence model

J Wang, R Schaffert, A Borsdorf, B Heigl… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
In image-guided interventional procedures, live 2-D X-ray images can be augmented with
preoperative 3-D computed tomography or MRI images to provide planning landmarks and …

Electrophysiology catheter detection and reconstruction from two views in fluoroscopic images

M Hoffmann, A Brost, M Koch, F Bourier… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Electrophysiology (EP) studies and catheter ablation have become important treatment
options for several types of cardiac arrhythmias. We present a novel image-based approach …