A machine learning study highlighting the challenges of fidgety movement recognition using vision and inertial sensors

Abstract Past medical research has shown that infantile movement and early neurological development are closely linked. Fidgety Movements that are reflex-like movement occurring in healthy infants less than 20-week of age have proven to be especially important, as past studies have highlighted that...

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Principais autores:	Falco Lentzsch, Frédéric Li, Friederike Pagel, Margot Lau, Andrea Kock, Hanna Marie Röhling, Anne Stein, Maciej Baranowski, Marco Maass, Hannes Hölzl, Sebastian Glende, Sebastian Mansow-Model, Ute Thyen, Marcin Grzegorzek
Format:	Artigo
Jezik:	Inglês
Izdano:	Nature Portfolio 2026-01-01
Serija:	Scientific Reports
Teme:	General movement assessment Body tracking Inertial measurement units Deep learning Feature disentanglement
Online dostop:	https://doi.org/10.1038/s41598-025-28523-3
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