Deep learning with convolutional neural network for objective skill evaluation in robot-assisted surgery
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 …
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
Background Autonomous control of surgical robotic platforms may offer enhancements such
as higher precision, intelligent manoeuvres, tissue‐damage avoidance, etc. Autonomous …
as higher precision, intelligent manoeuvres, tissue‐damage avoidance, etc. Autonomous …
A topology of shared control systems—finding common ground in diversity
Shared control is an increasingly popular approach to facilitate control and communication
between humans and intelligent machines. However, there is little consensus in guidelines …
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
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 …
evolution of modern surgical techniques and paradigms. This article reviews the current role …
Medical robotics and computer-integrated surgery
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 …
efforts in stereotactic brain surgery, orthopaedics, endoscopic surgery, microsurgery, and …
Current and emerging robot-assisted endovascular catheterization technologies: a review
Endovascular techniques have been embraced as a minimally-invasive treatment approach
within different disciplines of interventional radiology and cardiology. The current practice of …
within different disciplines of interventional radiology and cardiology. The current practice of …
Automated robot‐assisted surgical skill evaluation: Predictive analytics approach
Background Surgical skill assessment has predominantly been a subjective task. Recently,
technological advances such as robot‐assisted surgery have created great opportunities for …
technological advances such as robot‐assisted surgery have created great opportunities for …
Surgical process modelling: a review
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 …
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
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 …
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 …
have taken much interest in develo** action recognition or action prediction methods. The …