Current applications of machine learning in spine: from clinical view
GR Ren, K Yu, ZY ** review
Background There is increasing availability of operative video for use in surgical training.
Emerging technologies can now assess video footage and automatically generate metrics …
Emerging technologies can now assess video footage and automatically generate metrics …
Modeling of surgical procedures using statecharts for semi-autonomous robotic surgery
In this paper we propose a new methodology to model surgical procedures that is
specifically tailored to semi-autonomous robotic surgery. We propose to use a restricted …
specifically tailored to semi-autonomous robotic surgery. We propose to use a restricted …
Process model analysis of parenchyma sparing laparoscopic liver surgery to recognize surgical steps and predict impact of new technologies
Background Surgical process model (SPM) analysis is a great means to predict the surgical
steps in a procedure as well as to predict the potential impact of new technologies …
steps in a procedure as well as to predict the potential impact of new technologies …
Generic surgical process model for minimally invasive liver treatment methods
Surgical process modelling is an innovative approach that aims to simplify the challenges
involved in improving surgeries through quantitative analysis of a well-established model of …
involved in improving surgeries through quantitative analysis of a well-established model of …
Multi-objective semi-supervised clustering to identify health service patterns for injured patients
Purpose This study develops a pattern recognition method that identifies patterns based on
their similarity and their association with the outcome of interest. The practical purpose of …
their similarity and their association with the outcome of interest. The practical purpose of …
Crowdsourcing annotation of surgical instruments in videos of cataract surgery
Automating objective assessment of surgical technical skill is necessary to support training
and professional certification at scale, even in settings with limited access to an expert …
and professional certification at scale, even in settings with limited access to an expert …
Surgical data science, an emerging field of medicine
Computer Assisted Surgery (CAS) significantly changed the course of interventional
medicine. The development of medical imaging opened up the possibility for accurate …
medicine. The development of medical imaging opened up the possibility for accurate …
An interpretable algorithm on post-injury health service utilization patterns to predict injury outcomes
Purpose Post-injury health service utilization (HSU) contributes to injury outcomes, but
limited studies investigated their relationship. This study aims to group injured patients in …
limited studies investigated their relationship. This study aims to group injured patients in …
Early identification of undesirable outcomes for transport accident injured patients using semi-supervised clustering
Identifying those patient groups, who have unwanted outcomes, in the early stages is crucial
to providing the most appropriate level of care. In this study, we intend to find distinctive …
to providing the most appropriate level of care. In this study, we intend to find distinctive …