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Re: Marker-set independent gait analysis

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  • Re: Marker-set independent gait analysis

    I would like to thank Nancy and the respondents for initiating a fruitful
    and overdue discussion on a very clinically relevant topic.

    My two cents:

    Technically, a marker set is really just a reference system to which joint
    centers and bone segments are defined. Far too often, I hear marker sets
    being inappropriately referred to as biomechanical models when in fact they
    make up only a part of the "model." In its simplest form, a model used to
    measure kinematics from surface markers include:

    1) Reference Systems: local "intermediate" coordinate systems to which joint
    centers and subsequent segments are defined. This is the so-called "marker
    set" and the major differences between sets involve how these reference
    systems are defined (ie, wands in Helen Hayes, triads in Cleveland Clinic)
    and their susceptibility to surface motion (Castagno et al. Gait & Posture,
    3(2), 87, 1995).

    2) Joint Centers and Bone Coordinate Systems: locations of joint
    centers/axes with reference to marker-based coordinate systems based on
    anthropometric ratios (standard in most gait analysis software) or
    functional determination (ie, sphere fit); bone segments are then defined
    between joint locations and tracked using the attached markers

    3) Angle Conventions: calculations used to estimate joint angles based on
    movement of the marker-defined bone segments (ie, Euler, JCS, etc).

    Thus two labs that use the SAME marker set (ie, Helen Hayes, CCF) can in
    fact output different results if the joint/segment definitions and/or angle
    conventions used in their software are different. These definitions make up
    the heart of a kinematic model, regardless of the marker set used to define
    them.

    In most cases, the users have little control on how the "black box" software
    implement these estimations although I'm discovering that newer versions
    allow users to input more subject-specific parameters (ie, functional hip
    center in MAC's Orthotrak). As these functions become more readily
    available, it is only fitting (pardon the pun) that more clinicians use them
    as they are relatively straightforward to implement.

    For the hip center, we reported that it doesn't take a significant amount of
    ROM to functionally determine its location in patients with hip pathologies,
    where standard anthropometric ratios no longer apply (Aguinaldo et al, GCMAS
    2003). However, be careful when selecting a marker trajectory for fitting
    the sphere as it's been shown that certain optimization methods are more
    sensitive to random noise (Hicks and Richards, Gait & Posture, 22(2),
    138-45, 2005).

    Bottomline, it really shouldn't matter what marker set is being used as long
    as the other elements of the kinematic model are known and ideally can be
    modified or controlled depending on the patient population. I understand
    this can be a nightmare for those of us pushing for standardization but I
    also believe we shouldn't blindly accept the current "standards" when the
    tools to improve the kinematic engine are there for us to use.


    Arnel Aguinaldo, MA, ATC
    Director, Center for Human Performance
    3020 Childrens Way 5054
    San Diego, CA 92123
    858.966.5424
    www.sdchp.com

    Assistant Professor, Biomechanics
    Department of Exercise and Nutritional Sciences
    San Diego State University
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