MEGN 537 – Probabilistic Biomechanics Using OpenSim for Probabilistic Musculoskeletal Analysis with NESSUS Anthony J Petrella, PhD.

Slides:



Advertisements
Similar presentations
MEGN 537 – Probabilistic Biomechanics Ch.2 – Mathematics of Probability Anthony J Petrella, PhD.
Advertisements

MEGN 537 – Probabilistic Biomechanics Ch.7 – First Order Reliability Methods Anthony J Petrella, PhD.
Anthony J Petrella, PhD Statistical Shape Modeling & Probabilistic Methods 
By Addison Euhus, Guidance by Edward Phillips An Introduction To Uncertainty Quantification.
Probabilistic Analysis using FEA A. Petrella. What is Probabilistic Analysis ‣ All input parameters have some uncertainty ‣ What is the uncertainty in.
MEGN 537 – Probabilistic Biomechanics Ch.4 – Common Probability Distributions Anthony J Petrella, PhD.
MEGN 537 – Probabilistic Biomechanics Ch. 1 – Introduction Ch
Training Manual Aug Probabilistic Design: Bringing FEA closer to REALITY! 2.5 Probabilistic Design Exploring randomness and scatter.
MEGN 537 – Probabilistic Biomechanics Ch.4 – Common Probability Distributions Anthony J Petrella, PhD.
Prof. Anthony Petrella Musculoskeletal Modeling & Inverse Dynamics MEGN 536 – Computational Biomechanics.
PHD Approach for Multi-target Tracking
Localization David Johnson cs6370. Basic Problem Go from thisto this.
ADC Calculations Joshua Kim. I. Objective and Goals II. Current ADC Results III. Current Progress on MatLab Program Outline.
Physics of Protein Folding. Why is the protein folding problem important? Understanding the function Drug design Types of experiments: X-ray crystallography.
Effective Depletion Depth JC & Marina. 04/30/01Jianchun (JC) Wang2 Depletion Depth Methods FPIX0 pstop at 30° X inc Depth: d  XiXi.
MystiQ The HusQies* *Nilesh Dalvi, Brian Harris, Chris Re, Dan Suciu University of Washington.
Two types of uncertainty analysis Uncertainty in the calibration. This is usually called a sensitivity analysis Uncertainty in the prediction. This is.
Computer Simulation A Laboratory to Evaluate “What-if” Questions.
Agenda : January 27th 8:30 – 9:00 Verify your Opensim installation
Predicting future injury in runners using participant-specific models of internal structural loading.
EGGN 598 – Probabilistic Biomechanics Ch.7 – First Order Reliability Methods Anthony J Petrella, PhD.
MEGN 537 – Probabilistic Biomechanics Ch.7 – First Order Reliability Methods Anthony J Petrella, PhD.
NREL is a national laboratory of the U.S. Department of Energy Office of Energy Efficiency and Renewable Energy operated by the Alliance for Sustainable.
MEGN 537 – Probabilistic Biomechanics Ch.5 – Determining Distributions and Parameters from Observed Data Anthony J Petrella, PhD.
Par: Grace McNamara MONTE CARLO, MONACO.
MEGN 537 – Probabilistic Biomechanics Applying the AMV Method with a Finite Element Model Anthony J Petrella, PhD.
1. 2 Contents Aim: why this work? Probabilistic design Some results Conclusions.
OpenSim Workshop March 2013 Simulation of Obese Locomotion Biomechanics Workshop Goals: -Investigate the effects of individual muscle strength scaling.
MEGN 536 Computational Biomechanics Rotations for Rigid Body Kinematics Prof. Anthony Petrella.
MEGN 536 – Computational Biomechanics
Prof. Anthony Petrella Abaqus Boundary Conditions for Simulation of TKR Performance MEGN 536 – Computational Biomechanics.
MEGN 536 – Computational Biomechanics Prof. Anthony J. Petrella.
Prof. Anthony Petrella Musculoskeletal Modeling & Inverse Dynamics MEGN 536 – Computational Biomechanics.
EE 201C Homework 4 [Due on Feb 26, 2013] Wei Wu
MEGN 537 – Probabilistic Biomechanics Ch.4 – Common Probability Distributions Anthony J Petrella, PhD.
MEGN 537 – Probabilistic Biomechanics Ch.5 – Determining Distributions and Parameters from Observed Data Anthony J Petrella, PhD.
Probabilistic Slope Stability Analysis with the
AN OPEN BIOMECHANICS SYSTEM USING COMMODITY HARDWARE
Variation in Shoulder Elevation
MEGN 537 – Probabilistic Biomechanics Ch
Akhilesh Jha’s Information & Goals
1. Open any Office 2016 app, such as Word, and create a new document.
Date of download: 12/16/2017 Copyright © ASME. All rights reserved.
Kick-off Conference “Risk Management for
EGGN 598 – Probabilistic Biomechanics Ch
MEGN 537 – Probabilistic Biomechanics Ch. 1 – Introduction Ch
Section 1: Work & Energy.
MEGN 537 – Probabilistic Biomechanics Ch
Probabilistic Methods: Theory and Application to Human Anatomy
Summary of FMS/Jet Meetings
MEGN 537 – Probabilistic Biomechanics Ch
MEGN 537 – Probabilistic Biomechanics Applying the AMV Method with an Abaqus Finite Element Model Anthony J Petrella, PhD.
2012 סיכום מפגש 2 שלב המשכי תהליך חזוני-אסטרטגי של המועצה העליונה של הפיזיותרפיה בישראל.
Result 1: 3D Visualization of the 2D model
MEGN 537 – Probabilistic Biomechanics Ch.3 – Quantifying Uncertainty
MEGN 537 – Probabilistic Biomechanics Ch
Efficient Quantification of Uncertainties Associated with Reservoir Performance Simulations Dongxiao Zhang, The University of Oklahoma . The efficiency.
Response Surface Method
Milankovitch Cycle Evolution and Uncertainty
MEGN 537 – Probabilistic Biomechanics Ch
محاسبات عددی و برنامه نویسی
MEGN 537 – Probabilistic Biomechanics Ch
Estimating Joint Contributions in Functional Motions to Create a Metric for Injury Prevention using Motion Capture and OpenSim: A Preliminary Study Alexander.
EGGN 598 – Probabilistic Biomechanics Ch
Volume 7, Issue 8, Pages (August 2015)
مديريت موثر جلسات Running a Meeting that Works
MEGN 537 – Probabilistic Biomechanics Running NESSUS with “Big Models”… that have many support files Anthony J Petrella, PhD.
EE 201C Homework 5 [Due on March 12, 2012]
Monte Carlo simulation
Presentation transcript:

MEGN 537 – Probabilistic Biomechanics Using OpenSim for Probabilistic Musculoskeletal Analysis with NESSUS Anthony J Petrella, PhD

Your Goal What is the uncertainty in peak knee angle predicted by OSim IK due to variation in marker weight factors? NESSUS 50-trial Monte Carlo Account for uncertainty in any markers you choose… found in file… subject01_Setup_IK_generic.xml

1. Demo w/ OSim GUI

2. Use Matlab to run OSim

3. NESSUS + Matlab for prob

4. Use Osim API in Matlab https://simtk-confluence.stanford.edu/display/OpenSim/Scripting+with+Matlab