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Kaizhong Deng

4 accepted papers

2026

Overcoming Imperfect Kinematics in Surgical Robotics through Sim-To-Real Visuomotor Learning

ICRA 2026poster

Robot-Assisted Surgery is integral to modern minimally invasive procedures, with automation emerging as the next frontier to enhance precision and reduce surgeon fatigue. This evolution is largely impeded by the inherent kinematic inaccuracies of surgical robots, where unreliable internal sensors le…

2025

Automatic Robotic-Assisted Diffuse Reflectance Spectroscopy Scanning System

ICRA 2025

Diffuse Reflectance Spectroscopy (DRS) is a wellestablished optical technique for tissue composition assessment which has been clinically evaluated for tumour detection to ensure the complete removal of cancerous tissue. While pointwise assessment has many potential applications, incorporating autom

Cited by 0SourceScholar
2025

Hybrid Deep Reinforcement Learning for Radio Tracer Localisation in Robotic-Assisted Radioguided Surgery

ICRA 2025

Radioguided surgery, such as sentinel lymph node biopsy, relies on the precise localization of radioactive targets by non-imaging gamma/beta detectors. Manual radioactive target detection based on visual display or audible indication of gamma level is highly dependent on the ability of the surgeon t

Cited by 1SourceScholar
2024

An Intelligent Robotic Endoscope Control System Based on Fusing Natural Language Processing and Vision Models

ICRA 2024poster

In recent years, the area of Robot-Assisted Minimally Invasive Surgery (RAMIS) is standing on the the verge of a new wave of innovations. However, autonomy in RAMIS is still in a primitive stage. Therefore, most surgeries still require manual control of the endoscope and the robotic instruments, res…

Cited by 3SourceScholar