Video-based automatic baby motion analysis for early neurological disorder diagnosis: state of the art and future directions
Neurodevelopmental disorders (NDD) are impairments of the growth and development of
the brain and/or central nervous system. In the light of clinical findings on early diagnosis of …
the brain and/or central nervous system. In the light of clinical findings on early diagnosis of …
Development and validation of a deep learning method to predict cerebral palsy from spontaneous movements in infants at high risk
Importance Early identification of cerebral palsy (CP) is important for early intervention, yet
expert-based assessments do not permit widespread use, and conventional machine …
expert-based assessments do not permit widespread use, and conventional machine …
Machine learning of infant spontaneous movements for the early prediction of cerebral palsy: A multi-site cohort study
Background: Early identification of cerebral palsy (CP) during infancy will provide
opportunities for early therapies and treatments. The aim of the present study was to present …
opportunities for early therapies and treatments. The aim of the present study was to present …
In-Motion-App for remote General Movement Assessment: A multi-site observational study
L Adde, A Brown, C Van Den Broeck, K DeCoen… - BMJ open, 2021 - bmjopen.bmj.com
Objectives To determine whether videos taken by parents of their infants' spontaneous
movements were in accordance with required standards in the In-Motion-App, and whether …
movements were in accordance with required standards in the In-Motion-App, and whether …
Writhing movement detection in newborns on the second and third day of life using pose-based feature machine learning classification
I Doroniewicz, DJ Ledwoń, A Affanasowicz… - Sensors, 2020 - mdpi.com
Observation of neuromotor development at an early stage of an infant's life allows for early
diagnosis of deficits and the beginning of the therapeutic process. General movement …
diagnosis of deficits and the beginning of the therapeutic process. General movement …
Automatic detection of epileptic seizures in neonatal intensive care units through EEG, ECG and video recordings: a survey
In Neonatal Intensive Care Units (NICUs), the early detection of neonatal seizures is of
utmost importance for a timely, effective and efficient clinical intervention. The continuous …
utmost importance for a timely, effective and efficient clinical intervention. The continuous …
Defining and distinguishing infant behavioral states using acoustic cry analysis: is colic painful?
JJ Parga, S Lewin, J Lewis, D Montoya-Williams… - Pediatric …, 2020 - nature.com
Background To characterize acoustic features of an infant's cry and use machine learning to
provide an objective measurement of behavioral state in a cry-translator. To apply the cry …
provide an objective measurement of behavioral state in a cry-translator. To apply the cry …
A comprehensive and context-sensitive neonatal pain assessment using computer vision
Infants receiving care in the Neonatal Intensive Care Unit (NICU) experience several painful
procedures during their hospitalization. Assessing neonatal pain is difficult because the …
procedures during their hospitalization. Assessing neonatal pain is difficult because the …
Audio-and video-based estimation of the sleep stages of newborns in neonatal intensive care unit
Objective Premature babies have several immature functions and begin their life under high
medical supervision. Since the sleep organization differs across postmenstrual age, its …
medical supervision. Since the sleep organization differs across postmenstrual age, its …
Convolutional neural networks for audio-based continuous infant cry monitoring at home
Cry is an important signal in early infancy for parents to understand needs of their baby and
thereby to provide timely parenting/soothing or to be reassured. Thanks to the recent …
thereby to provide timely parenting/soothing or to be reassured. Thanks to the recent …