A set of Matlab files for classifying and visualizing neonatal EEG background activity

Method to extract transient components in cerebral oxygenation signals [Matlab-code]

This repo showcases the development of an early warning timeseries model that predicts the onset of sepsis "acute infection" in pre-term newborns. The model serves premature infants hospitalized in the Neonatal Intensive Care Unit (NICU), in the Wilhelmina Kinderziekenhuis (WKZ) hospital in Utrecht, Netherlands.

Code to accompany paper: Monitoring cerebral oxygenation of preterm infants using a neonatal specific sensor

GAN-based framework to generate depth images of infants from a desired image and pose

Design & creation of a NICU caregiver chatbot to support and educate NICU families during admission and post-discharge

The purpose of the project was to investigate how heart rate variability metrics may be used to predict sepsis in preterm infants, and to present this work with an understandable report.

synthetic cerebral oxygenation signals (from NIRS) for perterm infants

Evolution of quantitative EEG over the first few days of life for preterm (<32 weeks GA) infants

EEG concordance in preterm twins

Preterm Birth is defined as Premature birth that is live birth that occurs before 37 weeks of pregnancy.