activity
20202026
most citedA Novel Sample-efficient Deep Reinforcement Learning with Episodic Policy Transfer for PID-Based Control in Cardiac Catheterization Robots

8 citations · 12 across the 6 of their papers we have counts for

collaborators

6 papers

cs.CV2026

Dual-Part Multi-Lateral Branched Network for Multi-Class Segmentation in Cardiovascular Catheterization Angiograms

Olatunji Omisore, Ahmed Elazab, Ali Shahidinejad +1

Catheterisation image processing requires segmentation models that are fast, accurate and explainable. While most of the existing studies usually focus on binary segmentation, ther…

cs.CV2024

Weakly-Supervised Learning via Multi-Lateral Decoder Branching for Tool Segmentation in Robot-Assisted Cardiovascular Catheterization

Olatunji Mumini Omisore, Toluwanimi Akinyemi, Anh Nguyen +1

Robot-assisted catheterization has garnered a good attention for its potentials in treating cardiovascular diseases. However, advancing surgeon-robot collaboration still requires f…

cs.RO2024★ 2 cited

Autonomous Catheterization with Open-source Simulator and Expert Trajectory

Tudor Jianu, Baoru Huang, Tuan Vo +7

Endovascular robots have been actively developed in both academia and industry. However, progress toward autonomous catheterization is often hampered by the widespread use of close…

physics.med-ph2023★ 2 cited

Design of a Teleoperated Robotic Bronchoscopy System for Peripheral Pulmonary Lesion Biopsy

Xing-Yu Chen, Xiaohui Xiong, Xuemiao Wang +7

Bronchoscopy with transbronchial biopsy is a minimally invasive and effective method for early lung cancer intervention. Robot-assisted bronchoscopy offers improved precision, spat…

cs.RO2021★ 8 cited

A Novel Sample-efficient Deep Reinforcement Learning with Episodic Policy Transfer for PID-Based Control in Cardiac Catheterization Robots

Olatunji Mumini Omisore, Toluwanimi Akinyemi, Wenke Duan +2

Robotic catheterization is typically used for percutaneous coronary intervention procedures nowadays and it involves steering flexible endovascular tools to open up occlusion in th…

physics.med-ph2020

Exploration of Surgeons' Natural Skills for Robotic Catheterization

Olatunji Mumini Omisore, Wenjing Du, Tao Zhou +4

Despite having the robotic catheter systems which have recently emerged as safe way of performing cardiovascular interventions, a number of important challenges are yet to be inves…