28 citations · 88 across the 9 of their papers we have counts for
9 papers
Charting the velocity of brain growth and development
Johanna M. M. Bayer, Augustijn A. A. de Boer, Barbora Rehak-Bucova +30
Brain charts have emerged as a highly useful approach for understanding brain development and aging on the basis of brain imaging and have shown substantial utility in describing t…
Comparison of marker-less 2D image-based methods for infant pose estimation
Lennart Jahn, Sarah Flügge, Dajie Zhang +5
In this study we compare the performance of available generic- and infant-pose estimators for a video-based automated general movement assessment (GMA), and the choice of viewing a…
Automatic rating of incomplete hippocampal inversions evaluated across multiple cohorts
Lisa Hemforth, Baptiste Couvy-Duchesne, Kevin De Matos +34
Incomplete Hippocampal Inversion (IHI), sometimes called hippocampal malrotation, is an atypical anatomical pattern of the hippocampus found in about 20% of the general population.…
Deep learning empowered sensor fusion boosts infant movement classification
Tomas Kulvicius, Dajie Zhang, Luise Poustka +8
To assess the integrity of the developing nervous system, the Prechtl general movement assessment (GMA) is recognized for its clinical value in diagnosing neurological impairments…
Mobile solutions for clinical surveillance and evaluation in infancy -- General Movement Apps
Peter B Marschik, Amanda KL Kwong, Nelson Silva +10
The Prechtl General Movements Assessment (GMA) has become a clinician and researcher tool-box for evaluating neurodevelopment in early infancy. Given it involves observation of inf…
Facilitating deep acoustic phenotyping: A basic coding scheme of infant vocalisations preluding computational analysis, machine learning and clinical reasoning
Tomas Kulvicius, Sigrun Lang, Claudius AA Widmann +5
Theoretical background: early verbal development is not yet fully understood, especially in its formative phase. Research question: can a reliable, easy-to-use coding scheme for th…
Infant movement classification through pressure distribution analysis
Tomas Kulvicius, Dajie Zhang, Karin Nielsen-Saines +6
Aiming at objective early detection of neuromotor disorders such as cerebral palsy, we proposed an innovative non-intrusive approach using a pressure sensing device to classify inf…
Open video data sharing in developmental and behavioural science
Peter B Marschik, Tomas Kulvicius, Sarah Flügge +10
Video recording is a widely used method for documenting infant and child behaviours in research and clinical practice. Video data has rarely been shared due to ethical concerns of…
Nonlinear functional mapping of the human brain
Nicholas Allgaier, Tobias Banaschewski, Gareth Barker +27
The field of neuroimaging has truly become data rich, and novel analytical methods capable of gleaning meaningful information from large stores of imaging data are in high demand.…