What are clinically relevant performance metrics in robotic surgery? A systematic review of the literature
A crucial element of any surgical training program is the ability to provide procedure-specific,
objective, and reliable measures of performance. During robotic surgery, objective clinically …
objective, and reliable measures of performance. During robotic surgery, objective clinically …
A systematic review of annotation for surgical process model analysis in minimally invasive surgery based on video
Background Annotated data are foundational to applications of supervised machine
learning. However, there seems to be a lack of common language used in the field of …
learning. However, there seems to be a lack of common language used in the field of …
Finding medicine's moneyball: how lessons from major league baseball can advance assessment in precision education
Precision education (PE) leverages longitudinal data and analytics to tailor educational
interventions to improve patient, learner, and system-level outcomes. At present, few …
interventions to improve patient, learner, and system-level outcomes. At present, few …
Surgical tool classification and localization: results and methods from the MICCAI 2022 SurgToolLoc challenge
The ability to automatically detect and track surgical instruments in endoscopic videos can
enable transformational interventions. Assessing surgical performance and efficiency …
enable transformational interventions. Assessing surgical performance and efficiency …
Classification of adverse events in adult surgery
Successful surgery combines quality (achievement of a positive outcome) with safety
(avoidance of a negative outcome). Outcome assessment serves the purpose of quality …
(avoidance of a negative outcome). Outcome assessment serves the purpose of quality …
Review on needle insertion haptic simulation
Abstract Purpose of Review This short review updates an exhaustive one written by Correa
et al. in 2019 about haptic training simulation on needle insertion in the medical field …
et al. in 2019 about haptic training simulation on needle insertion in the medical field …
The application of objective clinical human reliability analysis (OCHRA) in the assessment of basic robotic surgical skills
J Gorard, M Boal, V Swamynathan, W Ghamrawi… - Surgical …, 2024 - Springer
Background Using a validated, objective, and standardised assessment tool to assess
progression and competency is essential for basic robotic surgical training programmes …
progression and competency is essential for basic robotic surgical training programmes …
[HTML][HTML] Cloud based AI-driven video analytics (CAVs) in laparoscopic surgery: a step closer to a virtual portfolio
A Gendia - Cureus, 2022 - ncbi.nlm.nih.gov
Aims: To outline the use of cloud-based artificial intelligence (AI)-driven video analytics
(CAVs) in minimally invasive surgery and to propose their potential as a virtual portfolio for …
(CAVs) in minimally invasive surgery and to propose their potential as a virtual portfolio for …
Objective Performance Indicators During Robotic Right Colectomy Differ According to Surgeon Skill
M Gillani, M Rupji, TJP Olson, P Sullivan… - Journal of Surgical …, 2024 - Elsevier
Introduction Surgeon assessment tools are subjective and nonscalable. Objective
performance indicators (OPIs), machine learning–enabled metrics recorded during robotic …
performance indicators (OPIs), machine learning–enabled metrics recorded during robotic …
Objective performance indicators during specific steps of robotic right colectomy can differentiate surgeon expertise
M Gillani, M Rupji, TJP Olson, GC Balch, MC Shields… - Surgery, 2024 - Elsevier
Background Current surgical assessment tools are subjective and nonscalable. Objective
performance indicators, calculated from robotic systems data, provide automated data …
performance indicators, calculated from robotic systems data, provide automated data …