Number of publications found in each database with the corresponding search terms that include duplicates.

<p>Number of publications found in each database with the corresponding search terms that include duplicates.</p>

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Bibliographic Details
Main Author:	Christina Halmich (21637790) (author)
Other Authors:	Lucas Höschler (21637793) (author), Christoph Schranz (11415656) (author), Christian Borgelt (21637796) (author)
Published:	2025
Subjects:	Medicine Sociology Science Policy Plant Biology Biological Sciences not elsewhere classified Information Systems not elsewhere classified universal best practice two screening processes soft tissue artifacts restricted participant access improving model generalization four online databases find studies published results :</ b objective :</ b design :</ b conclusion :</ b background :</ b transformed data analytics scale data sets augmented data set methods vary based field faces challenges deep learning methodologies examining current techniques series data focuses key issue identified data augmentation process identify relevant publications human movement biomechanics augmenting biomechanical time series data data augmentation augmentation methods synthetic data data characteristics movement patterns machine learning challenges make biomechanical time 21 publications realistic techniques different techniques tailoring augmentation train models study aims sensor placement scr guidelines scoping review robust algorithms review highlights predictive models offering recommendations low diversity limited large ieee xplore
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