Autonomy in surgical robotics

A Attanasio, B Scaglioni, E De Momi… - Annual Review of …, 2021 - annualreviews.org
This review examines the dichotomy between automatic and autonomous behaviors in
surgical robots, maps the possible levels of autonomy of these robots, and describes the …

Surgical robot transformer (srt): Imitation learning for surgical tasks

JW Kim, TZ Zhao, S Schmidgall, A Deguet… - arXiv preprint arXiv …, 2024 - arxiv.org
We explore whether surgical manipulation tasks can be learned on the da Vinci robot via
imitation learning. However, the da Vinci system presents unique challenges which hinder …

Autonomous tissue manipulation via surgical robot using learning based model predictive control

C Shin, PW Ferguson, SA Pedram, J Ma… - … on robotics and …, 2019 - ieeexplore.ieee.org
Tissue manipulation is a frequently used fundamental subtask of any surgical procedures,
and in some cases it may require the involvement of a surgeon's assistant. The complex …

Robots for elderly care in the home: A landscape analysis and co-design toolkit

G Bardaro, A Antonini, E Motta - International Journal of Social Robotics, 2022 - Springer
Over the last two decades, several deployments of robots for in-house assistance of older
adults have been trialled. However, these solutions are mostly prototypes and remain …

Bimanual regrasping for suture needles using reinforcement learning for rapid motion planning

ZY Chiu, F Richter, EK Funk… - … on Robotics and …, 2021 - ieeexplore.ieee.org
Regrasping a suture needle is an important yet time-consuming process in suturing. To
bring efficiency into regrasping, prior work either designs a task-specific mechanism or …

Design and analysis of a fiber-optic sensing system for shape reconstruction of a minimally invasive surgical needle

A Issatayeva, A Amantayeva, W Blanc, D Tosi… - Scientific reports, 2021 - nature.com
This paper presents the performance analysis of the system for real-time reconstruction of
the shape of the rigid medical needle used for minimally invasive surgeries. The system is …

Autonomous suturing framework and quantification using a cable-driven surgical robot

SA Pedram, C Shin, PW Ferguson, J Ma… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Suturing is required in almost all surgeries but it is challenging to perform with surgical
robots due to limited vision and/or haptic feedback. To tackle this problem, we present an …

Toward image-guided automated suture grasping under complex environments: A learning-enabled and optimization-based holistic framework

B Lu, B Li, W Chen, Y Jin, Z Zhao, Q Dou… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
To realize a higher-level autonomy of surgical knot tying in minimally invasive surgery (MIS),
automated suture grasping, which bridges the suture stitching and looping procedures, is an …

The current state of autonomous suturing: a systematic review

BT Ostrander, D Massillon, L Meller, ZY Chiu, M Yip… - Surgical …, 2024 - Springer
Background Robotic technology is an important tool in surgical innovation, with robots
increasingly being used in the clinical setting. Robots can be used to enhance accuracy …

Efficiently calibrating cable-driven surgical robots with RGBD fiducial sensing and recurrent neural networks

M Hwang, B Thananjeyan, S Paradis… - IEEE Robotics and …, 2020 - ieeexplore.ieee.org
Automation of surgical subtasks using cable-driven robotic surgical assistants (RSAs) such
as Intuitive Surgical's da Vinci Research Kit (dVRK) is challenging due to imprecision in …