AI models in clinical neonatology: a review of modeling approaches and a consensus proposal for standardized reporting of model performance

A Husain, L Knake, B Sullivan, J Barry, K Beam… - Pediatric …, 2024 - nature.com
Artificial intelligence (AI) is a rapidly advancing area with growing clinical applications in
healthcare. The neonatal intensive care unit (NICU) produces large amounts of …

Artificial intelligence in the NICU to predict extubation success in prematurely born infants

AC Jenkinson, T Dassios… - Journal of Perinatal …, 2024 - degruyter.com
Objectives Mechanical ventilation in prematurely born infants, particularly if prolonged, can
cause long term complications including bronchopulmonary dysplasia. Timely extubation …

Predictors and Outcomes of Extubation Failure in Preterm Neonates: A Systematic Review

L Hoff Calegari, M Goyal, S Dutta, A Mukerji - Pediatrics, 2025 - publications.aap.org
Predictors and Outcomes of Extubation Failure in Preterm Neonates: A Systematic Review
Page 1 Predictors and Outcomes of Extubation Failure in Preterm Neonates: A Systematic …

Optimal timing of extubation in preterm infants

W Shalish, GM Sant'Anna - Seminars in Fetal and Neonatal Medicine, 2023 - Elsevier
In neonatal intensive care, endotracheal intubation is usually performed as an urgent or
semi-urgent procedure in infants with critical or unstable conditions related to progressive …

Peri-extubation settings in preterm neonates: a systematic review and meta-analysis

YK Nagaraj, SA Balushi, C Robb, N Uppal… - Journal of …, 2024 - nature.com
Objective To systematically review: 1) peri-extubation settings; and 2) association between
peri-extubation settings and outcomes in preterm neonates. Study Design In this systematic …

EBNEO commentary: Prediction of extubation failure among low birthweight neonates using machine learning.

B Gandhi, J Hagan, M Patil - Acta Paediatrica, 2023 - search.ebscohost.com
Prolonged mechanical ventilation in neonates is associated with mortality and significant
morbidity.[1] As a result, best practices strive for early extubation and non-invasive …

A clinical informatics approach to bronchopulmonary dysplasia: current barriers and future possibilities

AG Moreira, A Husain, LA Knake, K Aziz… - Frontiers in …, 2024 - frontiersin.org
Bronchopulmonary dysplasia (BPD) is a complex, multifactorial lung disease affecting
preterm neonates that can result in long-term pulmonary and non-pulmonary complications …

Predicting Endotracheal Intubation Needs in Neonatal Intensive Care Unit: A Multimodal Approach

KH Kim, JC Park, GY Kim, JY Maeng… - … on Circuits/Systems …, 2024 - ieeexplore.ieee.org
Background and objectives: Neonatal intubation is a widely used procedure for high-risk
neonates. However, it is unknown about the appropriate timing of intubation. Our study aims …

[HTML][HTML] Predictive Validity of a Neonatal Extubation Readiness Estimator in Preterm Neonates: A Retrospective, Pilot Analysis in an Inner-city Level-3 Neonatal …

KS Bhatia, B Tehreem, F Siddiqui, RH Taing, C Travers… - newbornjournal.org
Background: Successful extubation of very-low-birth-weight (VLBW) infants supported with
assisted ventilation is associated with lower rates of morbidity and a shorter hospital stay. In …

Neonatal Outcomes of Extubation with the New Positive Pressure Approach Compared to the Traditional Negative Pressure: A Randomized Controlled Trial

S Nourollahi, A Direkvand-Moghadam, P Solimani - ijp.mums.ac.ir
Background: In addition to the benefits of mechanical ventilation, this method is, sometimes,
associated with complications, especially in long-term use. The present clinical trial …