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        <identifier>oai:figshare.com:article/33684520</identifier>
        <datestamp>2026-10-01T05:48:14Z</datestamp>
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          <dc:title>&lt;b&gt;Analysis source code for "&lt;/b&gt;&lt;b&gt;Multi-domain gait-function assessment with three IMUs in a soft exosuit using an age-conditional virtual-IMU reference&lt;/b&gt;&lt;b&gt;"&lt;/b&gt;</dc:title>
          <dc:creator>Junhyeong Kwon (24348980)</dc:creator>
          <dc:creator>Moon Seok Park (3913111)</dc:creator>
          <dc:creator>Hee Joung Joung (19844535)</dc:creator>
          <dc:creator>Giuk Lee (19343292)</dc:creator>
          <dc:subject>Biomechanical engineering</dc:subject>
          <dc:subject>Assistive robots and technology</dc:subject>
          <dc:subject>Soft exosuit</dc:subject>
          <dc:subject>gait assessments</dc:subject>
          <dc:subject>Inertial measurements units</dc:subject>
          <dc:subject>Normative Modeling</dc:subject>
          <dc:subject>participant-reference separation</dc:subject>
          <dc:subject>virtual IMU</dc:subject>
          <dc:description>&lt;p dir="ltr"&gt;Python analysis scripts accompanying the article “Multi-domain gait-function assessment with three IMUs in a soft exosuit using an age-conditional virtual-IMU reference.”&lt;/p&gt;&lt;p dir="ltr"&gt;The repository contains source code for two linked analyses:&lt;/p&gt;&lt;ul&gt;&lt;li&gt;1-preparatory-analysis — virtual-IMU synthesis from motion-capture data, waveform agreement analysis, scalar gait-feature extraction, and feature-level reliability analysis.&lt;/li&gt;&lt;li&gt;2-main-analysis — real- and virtual-IMU signal conditioning, scalar gait-feature extraction, age-conditional normative scoring, comparison of four scoring models, feature attribution, clinical-scale association, and sensitivity analyses.&lt;/li&gt;&lt;li&gt;1-preparatory-modules and 2-main-modules — configuration files and reusable modules for data input, signal alignment, gait-cycle segmentation, kinematic reconstruction, normative scoring, validation, and plotting&lt;/li&gt;&lt;/ul&gt;&lt;p dir="ltr"&gt;The code reproduces the preparatory virtual-to-real IMU agreement assessment and the main multi-domain gait-profile analyses reported in the article. The main analysis compares participants with gait impairment against a motion-capture-derived virtual-IMU reference across gait domains and composite deviation scores.&lt;/p&gt;</dc:description>
          <dc:date>2026-10-01T05:48:14Z</dc:date>
          <dc:type>Software</dc:type>
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          <dc:identifier>10.6084/m9.figshare.33684520.v1</dc:identifier>
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