Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery

Z Wang, A Majewicz Fey - … journal of computer assisted radiology and …, 2018 - Springer
Purpose With the advent of robot-assisted surgery, the role of data-driven approaches to
integrate statistics and machine learning is growing rapidly with prominent interests in …

Evolution of autonomous and semi‐autonomous robotic surgical systems: a review of the literature

GP Moustris, SC Hiridis… - … journal of medical …, 2011 - Wiley Online Library
Background Autonomous control of surgical robotic platforms may offer enhancements such
as higher precision, intelligent manoeuvres, tissue‐damage avoidance, etc. Autonomous …

A topology of shared control systems—finding common ground in diversity

DA Abbink, T Carlson, M Mulder… - … on Human-Machine …, 2018 - ieeexplore.ieee.org
Shared control is an increasingly popular approach to facilitate control and communication
between humans and intelligent machines. However, there is little consensus in guidelines …

Surgical robotics beyond enhanced dexterity instrumentation: a survey of machine learning techniques and their role in intelligent and autonomous surgical actions

Y Kassahun, B Yu, AT Tibebu, D Stoyanov… - International journal of …, 2016 - Springer
Purpose Advances in technology and computing play an increasingly important role in the
evolution of modern surgical techniques and paradigms. This article reviews the current role …

Medical robotics and computer-integrated surgery

RH Taylor, A Menciassi, G Fichtinger, P Fiorini… - Springer handbook of …, 2016 - Springer
The growth of medical robotics since the mid-1980s has been striking. From a few initial
efforts in stereotactic brain surgery, orthopaedics, endoscopic surgery, microsurgery, and …

Current and emerging robot-assisted endovascular catheterization technologies: a review

H Rafii-Tari, CJ Payne, GZ Yang - Annals of biomedical engineering, 2014 - Springer
Endovascular techniques have been embraced as a minimally-invasive treatment approach
within different disciplines of interventional radiology and cardiology. The current practice of …

Automated robot‐assisted surgical skill evaluation: Predictive analytics approach

MJ Fard, S Ameri, R Darin Ellis… - … Journal of Medical …, 2018 - Wiley Online Library
Background Surgical skill assessment has predominantly been a subjective task. Recently,
technological advances such as robot‐assisted surgery have created great opportunities for …

Surgical process modelling: a review

F Lalys, P Jannin - International journal of computer assisted radiology …, 2014 - Springer
Purpose Surgery is continuously subject to technological and medical innovations that are
transforming daily surgical routines. In order to gain a better understanding and description …

Objective assessment of surgical technical skill and competency in the operating room

SS Vedula, M Ishii, GD Hager - Annual review of biomedical …, 2017 - annualreviews.org
Training skillful and competent surgeons is critical to ensure high quality of care and to
minimize disparities in access to effective care. Traditional models to train surgeons are …

A survey of vision-based human action evaluation methods

Q Lei, JX Du, HB Zhang, S Ye, DS Chen - Sensors, 2019 - mdpi.com
The fields of human activity analysis have recently begun to diversify. Many researchers
have taken much interest in develo** action recognition or action prediction methods. The …