Background Single camera markerless motion capture has the potential to facilitate at home
movement assessment due to the ease of setup, portability, and affordable cost of the …

Markerless Human Pose Estimation (HPE) proved its potential to support decision making
and assessment in many fields of application. HPE is often preferred to traditional marker …

Importance Early identification of cerebral palsy (CP) is important for early intervention, yet
expert-based assessments do not permit widespread use, and conventional machine …

Easy access to precise 3D tracking of movement could benefit many aspects of
rehabilitation. A challenge to achieving this goal is that while there are many datasets and …

Malnutrition among newborns is a top public health concern in developing countries.
Identification and subsequent growth monitoring are key to successful interventions …

In behavioral research and clinical practice video data has rarely been shared or pooled
across sites due to ethical concerns of confidentiality, although the need of shared large …

Infant pose monitoring during sleep has multiple applications in both healthcare and home
settings. In a healthcare setting, pose detection can be used for region-of-interest (ROI) …

Early-life exposure to stress results in significantly increased risk of neurodevelopmental
impairments with potential long-term effects into childhood and even adulthood. As a crucial …

A recent experiment probed how purposeful action emerges in early life by manipulating
infants' functional connection to an object in the environment (ie, tethering an infant's foot to …

Infants make spontaneous movements from the prenatal period. Several studies indicate
that an atypical pattern of body motion during infancy could be utilized as an early biomarker …