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Fine-grained Fidgety Movement Classification using Active Learning

Typically developing infants, between the corrected age of 9-20 weeks, produce fidgety movements. These movements can be identified with the General Movement Assessment, but their identification requires trained professionals to conduct the assessment from video recordings.

Citation:
Morais R, Tran T, Alexander C, Amery N, ……. Salt A, Valentine J, Elliott C, Hurrion EM, et al. Fine-grained Fidgety Movement Classification using Active Learning. IEEE J Biomedical Health Informat. 2024

Abstract:
Typically developing infants, between the corrected age of 9-20 weeks, produce fidgety movements. These movements can be identified with the General Movement Assessment, but their identification requires trained professionals to conduct the assessment from video recordings.