Artificial intelligence in the neonatal intensive care unit: the time is now.
Kristyn S BeamPuneet SharmaPhillip T LevyAndrew L BeamPublished in: Journal of perinatology : official journal of the California Perinatal Association (2023)
Artificial intelligence (AI) has the potential to revolutionize the neonatal intensive care unit (NICU) care by leveraging the large-scale, high-dimensional data that are generated by NICU patients. There is an emerging recognition that the confluence of technological progress, commercialization pathways, and rich data sets provides a unique opportunity for AI to make a lasting impact on the NICU. In this perspective article, we discuss four broad categories of AI applications in the NICU: imaging interpretation, prediction modeling of electronic health record data, integration of real-time monitoring data, and documentation and billing. By enhancing decision-making, streamlining processes, and improving patient outcomes, AI holds the potential to transform the quality of care for vulnerable newborns, making the excitement surrounding AI advancements well-founded and the potential for significant positive change stronger than ever before.
Keyphrases
- artificial intelligence
- electronic health record
- big data
- preterm infants
- machine learning
- deep learning
- clinical decision support
- healthcare
- low birth weight
- decision making
- end stage renal disease
- adverse drug
- quality improvement
- chronic kidney disease
- ejection fraction
- newly diagnosed
- risk assessment
- pregnant women
- human health
- chronic pain
- patient reported outcomes