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Deep reinforcement learning for guidewire navigation in coronary artery
  phantom

Deep reinforcement learning for guidewire navigation in coronary artery phantom

5 October 2021
Jihoon Kweon
Kyunghwan Kim
Chaehyuk Lee
Hwi Kwon
Jinwoo Park
Kyoseok Song
Young In Kim
Jeeone Park
Inwook Back
J. Roh
Y. Moon
Jaesoon Choi
Young-Hak Kim
    OnRL
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Papers citing "Deep reinforcement learning for guidewire navigation in coronary artery phantom"

14 / 14 papers shown
Title
Advancing Embodied Intelligence in Robotic-Assisted Endovascular Procedures: A Systematic Review of AI Solutions
Advancing Embodied Intelligence in Robotic-Assisted Endovascular Procedures: A Systematic Review of AI Solutions
Tianliang Yao
Bo Lu
Markus Kowarschik
Yixuan Yuan
Hubin Zhao
Sebastien Ourselin
Kaspar Althoefer
Junbo Ge
Peng Qi
31
0
0
21 Apr 2025
Reinforcement Learning for Safe Autonomous Two Device Navigation of Cerebral Vessels in Mechanical Thrombectomy
Reinforcement Learning for Safe Autonomous Two Device Navigation of Cerebral Vessels in Mechanical Thrombectomy
Harry Robertshaw
Benjamin Jackson
Jiaheng Wang
Hadi Sadati
Lennart Karstensen
Alejandro Granados
Thomas C Booth
32
0
0
31 Mar 2025
SplineFormer: An Explainable Transformer-Based Approach for Autonomous Endovascular Navigation
SplineFormer: An Explainable Transformer-Based Approach for Autonomous Endovascular Navigation
Tudor Jianu
Shayan Doust
Mengyun Li
Baoru Huang
Tuong Khanh Long Do
...
Karl Bates
Tung D. Ta
S. Fichera
Pierre Berthet-Rayne
Anh Nguyen
MedIm
35
0
0
08 Jan 2025
Learning-Based Autonomous Navigation, Benchmark Environments and
  Simulation Framework for Endovascular Interventions
Learning-Based Autonomous Navigation, Benchmark Environments and Simulation Framework for Endovascular Interventions
Lennart Karstensen
Harry Robertshaw
Johannes Hatzl
Benjamin Jackson
Jens Langejürgen
...
Christian Uhl
S. M. Hadi Sadati
Thomas C Booth
Christos Bergeles
Franziska Mathis-Ullrich
33
4
0
02 Oct 2024
Autonomous navigation of catheters and guidewires in mechanical
  thrombectomy using inverse reinforcement learning
Autonomous navigation of catheters and guidewires in mechanical thrombectomy using inverse reinforcement learning
Harry Robertshaw
Lennart Karstensen
Benjamin Jackson
Alejandro Granados
Thomas C Booth
23
7
0
18 Jun 2024
VascularPilot3D: Toward a 3D fully autonomous navigation for
  endovascular robotics
VascularPilot3D: Toward a 3D fully autonomous navigation for endovascular robotics
Jingwei Song
Keke Yang
Han Chen
Jiayi Liu
Yinan Gu
...
Yanqi Huang
Meng Li
Zheng Zhang
Tuoyu Cao
Maani Ghaffari
26
3
0
15 May 2024
Artificial Intelligence in the Autonomous Navigation of Endovascular
  Interventions: A Systematic Review
Artificial Intelligence in the Autonomous Navigation of Endovascular Interventions: A Systematic Review
Harry Robertshaw
Lennart Karstensen
Benjamin Jackson
Hadi Sadati
K. Rhode
Sebastien Ourselin
Alejandro Granados
Thomas C Booth
32
13
0
06 May 2024
A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire
  Navigation
A Zero-Shot Reinforcement Learning Strategy for Autonomous Guidewire Navigation
Valentina Scarponi
Michel Duprez
Florent Nageotte
Stéphane Cotin
22
9
0
05 Mar 2024
BronchoCopilot: Towards Autonomous Robotic Bronchoscopy via Multimodal
  Reinforcement Learning
BronchoCopilot: Towards Autonomous Robotic Bronchoscopy via Multimodal Reinforcement Learning
Jianbo Zhao
Hao Chen
Qingyao Tian
Jian Chen
Bingyu Yang
Hongbin Liu
37
1
0
03 Mar 2024
Robust Path Planning via Learning from Demonstrations for Robotic
  Catheters in Deformable Environments
Robust Path Planning via Learning from Demonstrations for Robotic Catheters in Deformable Environments
Zhen Li
Chiara Lambranzi
Di Wu
Alice Segato
Federico De Marco
E. V. Poorten
Jenny Dankelman
Elena De Momi
MedIm
27
1
0
01 Feb 2024
Autonomous Catheterization with Open-source Simulator and Expert
  Trajectory
Autonomous Catheterization with Open-source Simulator and Expert Trajectory
Tudor Jianu
Baoru Huang
Tuan V. Vo
M. Vu
Jingxuan Kang
Hoan Nguyen
O. Omisore
Pierre Berthet-Rayne
S. Fichera
Anh Nguyen
32
7
0
17 Jan 2024
Autonomous Navigation for Robot-assisted Intraluminal and Endovascular
  Procedures: A Systematic Review
Autonomous Navigation for Robot-assisted Intraluminal and Endovascular Procedures: A Systematic Review
Ameya Pore
Zhen Li
Diego DallÁlba
A. Hernansanz
Elena De Momi
A. Menciassi
Alicia Casals Gelpí
J. Dankelman
Paolo Fiorini
E. V. Poorten
24
29
0
06 May 2023
CASOG: Conservative Actor-critic with SmOoth Gradient for Skill Learning
  in Robot-Assisted Intervention
CASOG: Conservative Actor-critic with SmOoth Gradient for Skill Learning in Robot-Assisted Intervention
Hao Li
Xiao-Hu Zhou
Xiaoliang Xie
Shiqi Liu
Zhen-Qiu Feng
Z. Hou
OffRL
16
11
0
19 Apr 2023
CathSim: An Open-source Simulator for Endovascular Intervention
CathSim: An Open-source Simulator for Endovascular Intervention
Tudor Jianu
Baoru Huang
Mohamed E. M. K. Abdelaziz
Minh Nhat Vu
S. Fichera
Chun-Yi Lee
Pierre Berthet-Rayne
Ferdinando Rodriguez y Baena
Anh Nguyen
32
12
0
02 Aug 2022
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