28 citations
- Karolinska InstitutetSE6 papers
- Curtin UniversityAU4 papers
- Leibniz ScienceCampus Primate CognitionDE4 papers
- Medical University of GrazAT4 papers
- University of GöttingenDE4 papers
- Universitätsmedizin GöttingenDE3 papers
- University of California, Los AngelesUS3 papers
- Heidelberg UniversityDE2 papers
- MSB Medical School BerlinDE2 papers
- University Hospital HeidelbergDE2 papers
- Arcada University of Applied SciencesFI1 paper
- Berlin Institute of Health at Charité - Universitätsmedizin BerlinDE1 paper
6 papers
Getting Ready for the EU AI Act in Healthcare. A call for Sustainable AI Development and Deployment
John Brandt Brodersen, Ilaria Amelia Caggiano, Pedro Kringen +6
Assessments of trustworthiness have become a cornerstone of responsible AI development. Especially in high-stakes fields like healthcare, aligning technical, evidence-based, and et…
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…
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…
Solving the enigma: Enhancing faithfulness and comprehensibility in explanations of deep networks
Michail Mamalakis, Antonios Mamalakis, Ingrid Agartz +4
The accelerated progress of artificial intelligence (AI) has popularized deep learning models across various domains, yet their inherent opacity poses challenges, particularly in c…
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…