SlideShare une entreprise Scribd logo
1  sur  40
Télécharger pour lire hors ligne
The Use of Specks in Gait
 Analysis
   Smita Sasindran1, Jennifer Walsh2, Alison
 Richardson2, Jan Herman2, James Hollington2

1 School of Informatics, University of Edinburgh
2 Anderson Gait Laboratory, SMART Centre, Astley Ainslie
Hospital, Edinburgh
Gait Analysis
 • Brief observation to sophisticated measurement

 • Patient population
        • 75% paediatric
        • Cerebral Palsy
        • Neurological Disorders
        • Prosthetics

 • Treatment Planning

 • Analysis of intervention
Clinical Gait Analysis
• One of 2 centres in
  Scotland providing
  clinical gait analysis

• Clinical Gait Analysis
  – 3D analysis

• Vicon 460
Biomechanical model

•   Three markers per body
    segment

•   Markers on joints define two
    adjacent segments

•   Marker placement conducted
    by physiotherapist

•   Markers placed on bony
    prominences and anatomical
    markers
Biomechanical model

• Modified Helen Hayes model 3D
  axis system for each segment

      • Sagittal plane angles -
        Flexion/extension

      • Coronal plane angles
        Abduction/adduction

      • Transverse plane angles
        Internal/external rotation
Phases of Gait
Clinical Gait Analysis
Three-dimensional gait analysis

• Track images from
  two or more cameras
• Points used to
  reconstruct original 3D
  trajectories
Clinical Gait Analysis
 • Kinematics
       • Angular displacements in 3 planes

 • Kinetics
        • Forces, moments, powers

 • Temporal Parameters
      • Walking speed (m/s)
      • Cadence (steps/min)
      • Double/Single support time (s)
      • Stride length (m)
      • Step length (m)
      • Step time (s)
Kinematics
Kinetics
       2.0
             Hip Flexion Moment                  1.0
                                                       Hip Ab/Adduction Moment          3.0
                                                                                               Hip Flexion/Extens ion Power


      Flex                                      Add                                    Gen


       Nm                                        Nm                                      W


       Ext                                      Abd                                    Abs


      -1.0                                      -1.0                                    -2.0

       2.0
             Knee Flexion Moment                 1.0
                                                       Knee Ab/Adduction Moment
                                                                                        2.0
                                                                                               Knee Flexion/Extension Pow er



      Flex                                      Var                                    Gen


       Nm                                        Nm                                      W


       Ext                                      Valg                                   Abs


      -1.0                                      -1.0                                    -2.0

       3.0
             Ankle Flexion Moment                1.0
                                                       Ankle Ab/Adduction Mom ent
                                                                                        4.0
                                                                                               Ankle Flexion/Extension Pow er



      Dors                                      Add                                    Gen


       Nm                                        Nm                                      W


      Plan                                      Abd                                    Abs


      -1.0                                      -1.0                                    -2.0

       40
             Fore/Aft Shear Force                30
                                                       Medial/Lateral Shear Force
                                                                                        140
                                                                                               Vertical Ground Reaction Force




        N                                         N                                       N




       -40                                       -30                                      0
              Left Mean Barefoot (Mean Barefoot) Right Mean Barefoot (Mean Barefoot) Avg File 7 (Normals.gcd)
Limitations of current methods of Clinical
Gait Analysis

• Modelling errors
  –Centre of knee rotation
  –Marker placement
  –Soft tissue movement
  –Foot modelling
Limitations of current methods of Clinical
Gait Analysis

• Practical data collection constraints
  –Artificial capture environment
  –Snapshot analysis
  –Restricted activities
  –Specialist staff
  –Intrusive
  –Expensive
Specks


         •
Potential benefits of Specks for CGA
• Address limitations of current optical motion
  capture methods
• Provide objective measure of functional ability in
  every day environments
• Provide ongoing monitoring
• Increase national service capacity
• Reduce assessment costs
Comparative Results

   • Normal Data Collection

   • Patient Data Collection
Comparative Results – Pelvic Tilt
                                   Pelvic Tilt
                        30


                        Ant


                        deg


                       Post


                        -10




   Graph from Specks          Graph from Vicon
Comparative Results – Hip Flexion
                                    Hip Flexion
                         60


                        Flex


                        deg


                         Ext


                        -15




   Graph from Specks           Graph from Vicon
Comparative Results – Knee Flexion
                                 Knee Flexion
                         90


                        Flex


                        deg


                         Ext


                        -15


   Graph from Specks       Graph from Vicon
Comparative Results – Ankle Flexion
                                   Ankle Flexion
                        30


                       Dors


                        deg


                       Plan


                        -30


   Graph from Specks          Graph from Vicon
Comparative Results – Pelvic
Obliquity
                                Pelvic Obliquity
                         15


                         Up


                        deg


                       Dow n


                         -15



   Graph from Specks           Graph from Vicon
Comparative Results – Hip Abduction
                                 Hip Adduction
                        20


                       Add


                       deg


                       Abd


                       -15


   Graph from Specks         Graph from Vicon
Comparative Results – Pelvic
Rotation
                                 Pelvic Rotation
                       30


                        Int


                       deg


                       Ext


                       -30


   Graph from Specks          Graph from Vicon
Patient Data


               30
                     Pelvic Tilt




               deg




               -10
Patient Data

               90
                     Knee Flexion




               deg




               -15
Patient Data


               15
                     Pelvic Obliquity




               deg




               -15
Patient Data


               20
                     Hip Adduction




               deg




               -15
Patient Data


               30
                     Pelvic Rotation




               deg




               -30
Patient Data


               30
                     Pelvic Tilt




               deg




               -10
Patient Data


               60
                     Hip Flexion




               deg




               -15
Original Curves   Zero Mean Adjusted
Original Curves   Zero Mean Adjusted
Original Curves   Zero Mean Adjusted
Analysis of The Use of Specks in Clinical
Gait Analysis

   • Format of result in line with Gait Analysis
     reports
   • Integration cumulative error, reset at mid-
     stance
   • Reset orientation of markers
   • Zero centred magnitudes
Future work

• Anterior/Posterior pelvic tilt
     • “Root” of calculations

• Position of foot marker

• Orientation of markers
Future Work
 • Design
            – Size

 • Transmitting Wire / Internal memory

 • Battery life

 • Transmission problems

 • Segmentation automated for pathological gait
Summary of The Use of Specks in Gait
Analysis
    Kinematics
        • Angular displacements in 3 planes

•   Kinetics
         • Forces, moments, powers
         • Force Transducers

•   Temporal Parameters
        • Walking speed (m/s)
        • Cadence (steps/min)
        • Double/Single support time (s)
        • Stride length (m)
        • Step length (m)
        • Step time (s)
Thank you for your attention

Contenu connexe

Tendances

Postgraduate orthopaedics march 2015 biomechanics
Postgraduate orthopaedics march 2015   biomechanicsPostgraduate orthopaedics march 2015   biomechanics
Postgraduate orthopaedics march 2015 biomechanicsnickcaplan23
 
Kin191 A.Ch.8. Pelvis. Thigh. Evaluation
Kin191 A.Ch.8. Pelvis. Thigh. EvaluationKin191 A.Ch.8. Pelvis. Thigh. Evaluation
Kin191 A.Ch.8. Pelvis. Thigh. EvaluationJLS10
 
In-Service Gait Training
In-Service Gait TrainingIn-Service Gait Training
In-Service Gait TrainingChantel Kitts
 
10 recognising gait features (nov 2014)
10 recognising gait features (nov 2014)10 recognising gait features (nov 2014)
10 recognising gait features (nov 2014)Richard Baker
 
Kinetics and Kinematics Paramters in Gait
Kinetics and Kinematics Paramters in GaitKinetics and Kinematics Paramters in Gait
Kinetics and Kinematics Paramters in GaitPrasanna Lenka
 
Exss 3850 10 summer angular kinetics
Exss 3850 10 summer   angular kineticsExss 3850 10 summer   angular kinetics
Exss 3850 10 summer angular kineticsdrew lee
 
Audio Graphics Project Presentation
Audio Graphics Project PresentationAudio Graphics Project Presentation
Audio Graphics Project Presentationjmborda86
 
Ground reaction forces in normal gait
Ground reaction forces in normal gaitGround reaction forces in normal gait
Ground reaction forces in normal gaitLuca Parisi
 
Prosthetic gait deviation
Prosthetic gait deviationProsthetic gait deviation
Prosthetic gait deviationayan ghosal
 
Levers assignment
Levers assignment Levers assignment
Levers assignment Smitha D
 
Joint biomechanics
Joint biomechanics Joint biomechanics
Joint biomechanics Lennard Funk
 

Tendances (16)

Postgraduate orthopaedics march 2015 biomechanics
Postgraduate orthopaedics march 2015   biomechanicsPostgraduate orthopaedics march 2015   biomechanics
Postgraduate orthopaedics march 2015 biomechanics
 
knee_pres_1[1]
knee_pres_1[1]knee_pres_1[1]
knee_pres_1[1]
 
Kin191 A.Ch.8. Pelvis. Thigh. Evaluation
Kin191 A.Ch.8. Pelvis. Thigh. EvaluationKin191 A.Ch.8. Pelvis. Thigh. Evaluation
Kin191 A.Ch.8. Pelvis. Thigh. Evaluation
 
In-Service Gait Training
In-Service Gait TrainingIn-Service Gait Training
In-Service Gait Training
 
10 recognising gait features (nov 2014)
10 recognising gait features (nov 2014)10 recognising gait features (nov 2014)
10 recognising gait features (nov 2014)
 
06 ppt gait seminar
06 ppt gait seminar06 ppt gait seminar
06 ppt gait seminar
 
Gait cycle
Gait cycle Gait cycle
Gait cycle
 
Kinetics and Kinematics Paramters in Gait
Kinetics and Kinematics Paramters in GaitKinetics and Kinematics Paramters in Gait
Kinetics and Kinematics Paramters in Gait
 
Exss 3850 10 summer angular kinetics
Exss 3850 10 summer   angular kineticsExss 3850 10 summer   angular kinetics
Exss 3850 10 summer angular kinetics
 
Audio Graphics Project Presentation
Audio Graphics Project PresentationAudio Graphics Project Presentation
Audio Graphics Project Presentation
 
Ground reaction forces in normal gait
Ground reaction forces in normal gaitGround reaction forces in normal gait
Ground reaction forces in normal gait
 
Prosthetic gait deviation
Prosthetic gait deviationProsthetic gait deviation
Prosthetic gait deviation
 
Impetus
ImpetusImpetus
Impetus
 
Levers assignment
Levers assignment Levers assignment
Levers assignment
 
Dr tarek ankle pain1
Dr tarek ankle pain1Dr tarek ankle pain1
Dr tarek ankle pain1
 
Joint biomechanics
Joint biomechanics Joint biomechanics
Joint biomechanics
 

En vedette

Thesis Thorup 2007 Biomechanical gait analysis in pigs
Thesis Thorup 2007 Biomechanical gait analysis in pigsThesis Thorup 2007 Biomechanical gait analysis in pigs
Thesis Thorup 2007 Biomechanical gait analysis in pigsVivi Thorup
 
11 impairment focussed interpretation (nov 2014)
11 impairment focussed interpretation (nov 2014)11 impairment focussed interpretation (nov 2014)
11 impairment focussed interpretation (nov 2014)Richard Baker
 
A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...
A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...
A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...Kyle Menkosky
 
RIWC_PARA_A029 Gait Analysis
RIWC_PARA_A029 Gait Analysis RIWC_PARA_A029 Gait Analysis
RIWC_PARA_A029 Gait Analysis Marco Muscroft
 
12 human walking (1)
12 human walking (1)12 human walking (1)
12 human walking (1)gaurav Rawat
 
6 general measures of walking (nov 2014)
6 general measures of walking (nov 2014)6 general measures of walking (nov 2014)
6 general measures of walking (nov 2014)Richard Baker
 
The importance of clinical gait analysis
The importance of clinical gait analysisThe importance of clinical gait analysis
The importance of clinical gait analysisRichard Baker
 
Research Methodology in Gait Analysis
Research Methodology in Gait AnalysisResearch Methodology in Gait Analysis
Research Methodology in Gait AnalysisPrasanna Lenka
 
Gait analysis in laboratory animals studying coordinated movement and associa...
Gait analysis in laboratory animals studying coordinated movement and associa...Gait analysis in laboratory animals studying coordinated movement and associa...
Gait analysis in laboratory animals studying coordinated movement and associa...InsideScientific
 
Finding Free Full-text PubMed Central Articles in PubMed
Finding Free Full-text PubMed Central Articles in PubMedFinding Free Full-text PubMed Central Articles in PubMed
Finding Free Full-text PubMed Central Articles in PubMedmputerba
 
Gait analysis definitions
Gait analysis definitionsGait analysis definitions
Gait analysis definitionseappel
 
biomechanics of stair climbing
biomechanics of stair climbingbiomechanics of stair climbing
biomechanics of stair climbingHetvi Shukla
 
The Purpose of Leadership
The Purpose of LeadershipThe Purpose of Leadership
The Purpose of LeadershipJurgen Appelo
 

En vedette (19)

Thesis Thorup 2007 Biomechanical gait analysis in pigs
Thesis Thorup 2007 Biomechanical gait analysis in pigsThesis Thorup 2007 Biomechanical gait analysis in pigs
Thesis Thorup 2007 Biomechanical gait analysis in pigs
 
DGEL16-CATALOGUE DEK HOCKEY_LR
DGEL16-CATALOGUE DEK HOCKEY_LRDGEL16-CATALOGUE DEK HOCKEY_LR
DGEL16-CATALOGUE DEK HOCKEY_LR
 
11 impairment focussed interpretation (nov 2014)
11 impairment focussed interpretation (nov 2014)11 impairment focussed interpretation (nov 2014)
11 impairment focussed interpretation (nov 2014)
 
A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...
A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...
A Practical Measure of Balance, Gait, and Muscular Power in Older Adults: The...
 
RIWC_PARA_A029 Gait Analysis
RIWC_PARA_A029 Gait Analysis RIWC_PARA_A029 Gait Analysis
RIWC_PARA_A029 Gait Analysis
 
URS Poster 2015
URS Poster 2015URS Poster 2015
URS Poster 2015
 
Efficacy of Dual Task Training to Improve Functional Gait Performance in Idio...
Efficacy of Dual Task Training to Improve Functional Gait Performance in Idio...Efficacy of Dual Task Training to Improve Functional Gait Performance in Idio...
Efficacy of Dual Task Training to Improve Functional Gait Performance in Idio...
 
12 human walking (1)
12 human walking (1)12 human walking (1)
12 human walking (1)
 
Gait analysis
Gait analysisGait analysis
Gait analysis
 
6 general measures of walking (nov 2014)
6 general measures of walking (nov 2014)6 general measures of walking (nov 2014)
6 general measures of walking (nov 2014)
 
The importance of clinical gait analysis
The importance of clinical gait analysisThe importance of clinical gait analysis
The importance of clinical gait analysis
 
Research Methodology in Gait Analysis
Research Methodology in Gait AnalysisResearch Methodology in Gait Analysis
Research Methodology in Gait Analysis
 
Pregnant lady gait analysis
Pregnant lady gait analysisPregnant lady gait analysis
Pregnant lady gait analysis
 
Gait analysis in laboratory animals studying coordinated movement and associa...
Gait analysis in laboratory animals studying coordinated movement and associa...Gait analysis in laboratory animals studying coordinated movement and associa...
Gait analysis in laboratory animals studying coordinated movement and associa...
 
gait analysis
gait analysisgait analysis
gait analysis
 
Finding Free Full-text PubMed Central Articles in PubMed
Finding Free Full-text PubMed Central Articles in PubMedFinding Free Full-text PubMed Central Articles in PubMed
Finding Free Full-text PubMed Central Articles in PubMed
 
Gait analysis definitions
Gait analysis definitionsGait analysis definitions
Gait analysis definitions
 
biomechanics of stair climbing
biomechanics of stair climbingbiomechanics of stair climbing
biomechanics of stair climbing
 
The Purpose of Leadership
The Purpose of LeadershipThe Purpose of Leadership
The Purpose of Leadership
 

Dernier

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxLoriGlavin3
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionDilum Bandara
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxLoriGlavin3
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfMounikaPolabathina
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 

Dernier (20)

Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
The State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptxThe State of Passkeys with FIDO Alliance.pptx
The State of Passkeys with FIDO Alliance.pptx
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
Advanced Computer Architecture – An Introduction
Advanced Computer Architecture – An IntroductionAdvanced Computer Architecture – An Introduction
Advanced Computer Architecture – An Introduction
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptxPasskey Providers and Enabling Portability: FIDO Paris Seminar.pptx
Passkey Providers and Enabling Portability: FIDO Paris Seminar.pptx
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
What is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdfWhat is DBT - The Ultimate Data Build Tool.pdf
What is DBT - The Ultimate Data Build Tool.pdf
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 

The use of Specks in Gait Analysis

  • 1. The Use of Specks in Gait Analysis Smita Sasindran1, Jennifer Walsh2, Alison Richardson2, Jan Herman2, James Hollington2 1 School of Informatics, University of Edinburgh 2 Anderson Gait Laboratory, SMART Centre, Astley Ainslie Hospital, Edinburgh
  • 2. Gait Analysis • Brief observation to sophisticated measurement • Patient population • 75% paediatric • Cerebral Palsy • Neurological Disorders • Prosthetics • Treatment Planning • Analysis of intervention
  • 3. Clinical Gait Analysis • One of 2 centres in Scotland providing clinical gait analysis • Clinical Gait Analysis – 3D analysis • Vicon 460
  • 4. Biomechanical model • Three markers per body segment • Markers on joints define two adjacent segments • Marker placement conducted by physiotherapist • Markers placed on bony prominences and anatomical markers
  • 5. Biomechanical model • Modified Helen Hayes model 3D axis system for each segment • Sagittal plane angles - Flexion/extension • Coronal plane angles Abduction/adduction • Transverse plane angles Internal/external rotation
  • 8. Three-dimensional gait analysis • Track images from two or more cameras • Points used to reconstruct original 3D trajectories
  • 9.
  • 10.
  • 11. Clinical Gait Analysis • Kinematics • Angular displacements in 3 planes • Kinetics • Forces, moments, powers • Temporal Parameters • Walking speed (m/s) • Cadence (steps/min) • Double/Single support time (s) • Stride length (m) • Step length (m) • Step time (s)
  • 13. Kinetics 2.0 Hip Flexion Moment 1.0 Hip Ab/Adduction Moment 3.0 Hip Flexion/Extens ion Power Flex Add Gen Nm Nm W Ext Abd Abs -1.0 -1.0 -2.0 2.0 Knee Flexion Moment 1.0 Knee Ab/Adduction Moment 2.0 Knee Flexion/Extension Pow er Flex Var Gen Nm Nm W Ext Valg Abs -1.0 -1.0 -2.0 3.0 Ankle Flexion Moment 1.0 Ankle Ab/Adduction Mom ent 4.0 Ankle Flexion/Extension Pow er Dors Add Gen Nm Nm W Plan Abd Abs -1.0 -1.0 -2.0 40 Fore/Aft Shear Force 30 Medial/Lateral Shear Force 140 Vertical Ground Reaction Force N N N -40 -30 0 Left Mean Barefoot (Mean Barefoot) Right Mean Barefoot (Mean Barefoot) Avg File 7 (Normals.gcd)
  • 14. Limitations of current methods of Clinical Gait Analysis • Modelling errors –Centre of knee rotation –Marker placement –Soft tissue movement –Foot modelling
  • 15. Limitations of current methods of Clinical Gait Analysis • Practical data collection constraints –Artificial capture environment –Snapshot analysis –Restricted activities –Specialist staff –Intrusive –Expensive
  • 16. Specks
  • 17. Potential benefits of Specks for CGA • Address limitations of current optical motion capture methods • Provide objective measure of functional ability in every day environments • Provide ongoing monitoring • Increase national service capacity • Reduce assessment costs
  • 18. Comparative Results • Normal Data Collection • Patient Data Collection
  • 19. Comparative Results – Pelvic Tilt Pelvic Tilt 30 Ant deg Post -10 Graph from Specks Graph from Vicon
  • 20. Comparative Results – Hip Flexion Hip Flexion 60 Flex deg Ext -15 Graph from Specks Graph from Vicon
  • 21. Comparative Results – Knee Flexion Knee Flexion 90 Flex deg Ext -15 Graph from Specks Graph from Vicon
  • 22. Comparative Results – Ankle Flexion Ankle Flexion 30 Dors deg Plan -30 Graph from Specks Graph from Vicon
  • 23. Comparative Results – Pelvic Obliquity Pelvic Obliquity 15 Up deg Dow n -15 Graph from Specks Graph from Vicon
  • 24. Comparative Results – Hip Abduction Hip Adduction 20 Add deg Abd -15 Graph from Specks Graph from Vicon
  • 25. Comparative Results – Pelvic Rotation Pelvic Rotation 30 Int deg Ext -30 Graph from Specks Graph from Vicon
  • 26. Patient Data 30 Pelvic Tilt deg -10
  • 27. Patient Data 90 Knee Flexion deg -15
  • 28. Patient Data 15 Pelvic Obliquity deg -15
  • 29. Patient Data 20 Hip Adduction deg -15
  • 30. Patient Data 30 Pelvic Rotation deg -30
  • 31. Patient Data 30 Pelvic Tilt deg -10
  • 32. Patient Data 60 Hip Flexion deg -15
  • 33. Original Curves Zero Mean Adjusted
  • 34. Original Curves Zero Mean Adjusted
  • 35. Original Curves Zero Mean Adjusted
  • 36. Analysis of The Use of Specks in Clinical Gait Analysis • Format of result in line with Gait Analysis reports • Integration cumulative error, reset at mid- stance • Reset orientation of markers • Zero centred magnitudes
  • 37. Future work • Anterior/Posterior pelvic tilt • “Root” of calculations • Position of foot marker • Orientation of markers
  • 38. Future Work • Design – Size • Transmitting Wire / Internal memory • Battery life • Transmission problems • Segmentation automated for pathological gait
  • 39. Summary of The Use of Specks in Gait Analysis Kinematics • Angular displacements in 3 planes • Kinetics • Forces, moments, powers • Force Transducers • Temporal Parameters • Walking speed (m/s) • Cadence (steps/min) • Double/Single support time (s) • Stride length (m) • Step length (m) • Step time (s)
  • 40. Thank you for your attention