Machine learning identification of surgical and operative factors associated with surgical expertise in virtual reality simulation

A Winkler-Schwartz, R Yilmaz, N Mirchi… - JAMA network …, 2019 - jamanetwork.com
Importance Despite advances in the assessment of technical skills in surgery, a clear
understanding of the composites of technical expertise is lacking. Surgical simulation allows …

Development of a 3D-printed external ventricular drain placement simulator

BL Tai, D Rooney, F Stephenson, PS Liao… - Journal of …, 2015 - thejns.org
In this paper, the authors present a physical model developed to simulate accurate external
ventricular drain (EVD) placement with realistic haptic and visual feedbacks to serve as a …

Assessment of learning curves on a simulated neurosurgical task using metrics selected by artificial intelligence

N Ledwos, N Mirchi, R Yilmaz… - Journal of …, 2022 - thejns.org
OBJECTIVE Understanding the variation of learning curves of experts and trainees for a
given surgical procedure is important in implementing formative learning paradigms to …

Examining impact forces during posterior spinal fusion to implement in a novel physics-driven virtual reality surgical simulator

S Patel, J Ouellet, M Driscoll - Medical & Biological Engineering & …, 2023 - Springer
This study aims to understand the impact forces that surgeons apply to the human spine
during a posterior spinal fusion procedure towards the development of a novel spine …

Medical image processing for fully integrated subject specific whole brain mesh generation

CY Hsu, B Schneller, M Ghaffari, A Alaraj, A Linninger - Technologies, 2015 - mdpi.com
Currently, anatomically consistent segmentation of vascular trees acquired with magnetic
resonance imaging requires the use of multiple image processing steps, which, in turn …

Simulator and 2 tools: validation of performance measures from a novel neurosurgery simulation model using the current Standards framework

DM Rooney, BL Tai, O Sagher, AJ Shih, DA Wilkinson… - Surgery, 2016 - Elsevier
Background Ventriculostomy is a common neurosurgical procedure with a relatively steep
learning curve. A low-cost, high-fidelity simulator paired with procedure-specific …

Patient-specific virtual reality simulation for minimally invasive neurosurgery

RA Kockro, L Serra - Comprehensive Healthcare Simulation …, 2018 - Springer
The Dextroscope is a surgical planning system that takes advantage of some of the key
aspects of virtual reality to maximize the potential of multimodal patient data: two-handed …

[图书][B] Development and Evaluation of a Mixed Reality Training Platform for Graft Placement and Cage Insertion During Spinal Fusion

S Patel - 2022 - search.proquest.com
Low back pain is globally considered the leading cause of disability. Spinal fusion is a
surgical procedure used to treat low back pain caused by trauma or degenerative disorders …

[图书][B] Role of hand ergonomics in virtual reality brain tumor resections

R Sawaya - 2017 - search.proquest.com
Background: The NeuroVR virtual reality neurosurgical simulation platform has been used to
analyze the bimanual psychomotor performance of neurosurgeons, residents and medical …