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. 2022 Jan 24;22(3):866. doi: 10.3390/s22030866

Table 2.

Summarization of works dealing with movements assessment in newborns.

Work Setup Input CV/Ml Task Clinical Scope
[53,54] Hospital Depth Pose estimation by Keypoints recognition General
[59] NICU Depth Limb Pose by 2 CNN 2CNN (detection + regression) General
[55] Hospital RGB Deformable part models General
[57] Hospital Multimodal Optical Flow + audio features Logistic regression Normal/Abnormal
[58] Hospital RGB Limb Motion Description by SVM, RF, LDA WM vs. PR
[60] NA Synthetic Histograms + CNN Normal/Abnormal