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 |