Biometric data collection in neonates can be non-invasive or minimally invasive. Techniques include: - [Wearable sensors] for continuous monitoring of vital signs - [Blood tests] for metabolic and genetic screening - [Imaging studies] such as ultrasound and MRI - [Neurodevelopmental tests] conducted through observational assessments