Towards an educational tool for supporting neonatologists in the delivery room
Leonardi, Giorgio, Maldarizzi, Clara, Montani, Stefania, Striani, Manuel, Strozzi, Mariachiara Martina
–arXiv.org Artificial Intelligence
The transition from fetal to extra-uterine life is characterized by a series of respiratory, cardiovascular and metabolic adaptation mechanisms. Approximately 90% of newborns breathe spontaneously without the need for interventions, the remaining 10% will need assistance at birth. Among the latter, most will start breathing after the first assistance maneuvers (drying, tactile stimulation, alignment of the airways); 5% thanks to the application of positive pressure ventilation (PPV). Estimates of intubation rates vary between 0.4% and 2%; less than 0.3% will require chest compression and approximately 0.05% will need medication [1, 4, 5, 15, 16]. Neonatal mortality in Italy, for babies born after the 22nd week of gestational age, is estimated as 1.7 deaths per 1000 births, compared to an average 2.1/1000 in Europe [11]. The inability of some infants to establish and sustain spontaneous or adequate breathing, contributes significantly to these early deaths and also to the burden of adverse neurological outcomes among survivors.
arXiv.org Artificial Intelligence
Mar-11-2024