Results on performing curve registration and Fréchet mean calculation with temporal matching.

<p>(a) Signals with only amplitude variability, (b) Warping functions, (c) Signals with amplitude and phase variability, (d) Signals after registration, (e) Reconstructed warping functions, (f) Euclidean and Shape mean. Note how the shape mean (blue) captures the symmetric shape better than th...

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Bibliographic Details
Main Author:	Shashwat Kumar (19120858) (author)
Other Authors:	Arafat Rahman (8065562) (author), Robert Gutierrez (13468839) (author), Sarah Livermon (20521320) (author), Allison N. McCrady (21011573) (author), Silvia Blemker (4599205) (author), Rebecca Scharf (412340) (author), Anuj Srivastava (121692) (author), Laura E. Barnes (7514804) (author)
Published:	2025
Subjects:	Biochemistry Neuroscience Physiology Biotechnology Biological Sciences not elsewhere classified Chemical Sciences not elsewhere classified spinal muscular atrophy related degenerative changes partial least squares muscle fat infiltration duchenne muscular dystrophy based functional index align movement trajectories monitor treatment response limb length variations dmd ), continue div >< p approach uses shape pediatric movement data motor function score motion asymmetry pattern motor function movement speed treatment efficacy motion speed including variations brooke score wearable devices subjective measures r </ principal components objective assessment neuromuscular disorders matched controls healthy controls driven method disease progression daily activities covariation mode confounding factors complex due combined projections clinical assessments canonical correlation 94 ])
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Results on performing curve registration and Fréchet mean calculation with temporal matching.

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