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Motion Analysis in Rehabilitation WHAT IS IT? Use of a variety of techniques to analyze and measure human movement and the underlying forces involved in the movement WHY DO IT? Overall - To provide valid & reliable measurements of ______________________ _________________________________________while the person is moving. o Patient Management - To compare patient’s movement to typical/normal movement & identify impairments; to determine underlying causes of pathological movement, which will guide interventions; to measure change during/after intervention o To ________________________________ o For ______________________________ HOW DO WE DO IT? Simple observational analysis Easily done any setting; Low cost _____________________ help to organize your observations for Gait Analysis BUT… o Can’t see subtleties/details of movement o Objectivity is a problem: Interrater reliability only with highly _______________ o No information about underlying causes; requires other tests/measures Instrument-based Video Motion Analysis Basic recorded video Available & affordable in most settings Best with >1 camera; Need digital video camera(s) and computer Using still/pause & frame-by-frame playback; can measure some directly from video Video-based / software enhanced motion analysis systems (2-D) Typically 1 – 2 cameras (2-D in two planes – not real 3D); digital video is recorded first. Reference points are identified on “key” still frames and then software determines angles and distances and produces overlays. Other data typically NOT collected simultaneously Commercially available systems (Dartfish, Medical Motion) Cost is in the hardware – basic camera 30fps, high speed cameras 60-100+ fps There’s an app for that! – Simi Move and Dartfish Express on your iPad or iPhone Active Sensor (LED) based systems (2-D/3-D) 1 – 2 high speed digital cameras Predetermined landmarks (joint centers) are marked with colored LEDs. The software determines the segments and joint angles in real-time as the subject performs the task. Gives a continuous recording of ROM and displacement. Page 1 of 3 Key events are marked manually, e.g. gait events, and reports can be generated to compare against norms. Commercially available systems (Simi Aktysis) High-End Automated Motion Analysis Traditional Infrared (IR) systems Typically 6-8 high speed cameras, digital data directly to computer Reflective markers placed on the ______________________ Stringent requirements for setup (usually in lab) Other data can be collected simultaneously and synchronized Commercially available IR systems (Vicon, Motion Analysis, Optitrack) Markerless Systems Typically 8+ cameras (IR or color high speed), digital data directly to computer No markers but contrasting clothing/background is necessary Other data can be collected simultaneously and synchronized Commercially available systems (DARI and SimiShape 3D) WHAT CAN WE MEASURE USING HIGH-END AUTOMATED SYSTEMS? What you get: 3-Dimensional joint angles and translations, (6 ) Direction, Velocity, and Acceleration of motion (each joint and whole body) Peaks of motion data (minimum, maximum) Anything related to time/timing and distance What you don’t get: Forces involved with the movement; i.e. What’s causing the motion? o What are the __________________ (internal and external) at each joint? o What ____________________ are contracting (EMG)? Non-video based Sensors/Systems for Motion Analysis Force Data via Force Platforms Detects __________________________________________ (GRFs) GRFs are equal and opposite to those in the body. Given anthropometric measurements and 3-D motion data, software can be used to determine joint reaction forces and torques at each joint, and muscle control needed around each joint. Can also determine ___________________________________ (COP) Page 2 of 3 Kinesiological EMG Data Indirect indicator of muscle function Can determine timing, relative intensity, and fatigue. Electrode types = ______________________________ Electrode placement important, to avoid cross talk from other muscles Signal must be amplified, and filtered (to get rid of noise, movement artifact, etc.) Raw EMG is typically then rectified (all signals “flipped” to positive) Signals are usually “normalized” for comparison across trial, subjects (e.g., % MVC) Electrogoniometers Worn on subject, can be cumbersome; Most reliable for _______________________ Single axis or Twin-axis. Total cost >$1,000 Continuous measurement of joint angles. Processing can provide angular velocity. Not typically stand-alone but are integrated into other systems. Electromagnetic and Inertial Measurement Units Example: Myomotion by Noraxon and the Polhemus Patriot The small units placed on any segment of the body precisely tracks the 3D angular orientation of that body section. Sensors on two contiguous body segments allows the intervening joint ROM to be determined. This data is incorporated into models of the “major joints” to create an animation. (real time for Myomotion) Can also be synchronized with single camera digital video Instrumented Walkways Examples: GAITRite and Protokinetics Pressure sensor arrays embedded in portable walkways. Objective spatial, temporal and pressure data for automated gait analysis Sync with video Pressure Insoles Examples: F-scan, Pedar Pressure sensor embedded in flexible insoles that go inside shoes. Capture real world in-shoe pressure data for foot function & gait analysis Data fed to a data collection unit (wireless, logging, tethered options to PC for processing/display) Sync with video Motion Monitors - Accelerometers/Gyroscopes + Examples: Fitbit and Actigraph Wearable sensors that track _ , i.e. steps taken, calories burned, active minutes and sleep. Data is stored in the unit and then downloaded. Software (simple apps or complex algorithms) helps make sense of the data. Page 3 of 3