Utility of synthetic musculoskeletal gaits for generalizable healthcare applications

Abstract Deep-neural-network-based artificial intelligence enables quantitative gait analysis with commodity sensors. However, current gait-analysis models are usually specialized for specific clinical populations and sensor settings due to the limited size and diversity of available datasets. We pr...

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Bibliographic Details
Main Authors: Yasunori Yamada, Masatomo Kobayashi, Kaoru Shinkawa, Erhan Bilal, James Liao, Miyuki Nemoto, Miho Ota, Kiyotaka Nemoto, Tetsuaki Arai
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-61292-1
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