A review on the vagus nerve and autonomic nervous system during fetal development: searching for critical windows

F Cerritelli, MG Frasch, MC Antonelli… - Frontiers in …, 2021 - frontiersin.org
The autonomic nervous system (ANS) is one of the main biological systems that regulates
the body's physiology. Autonomic nervous system regulatory capacity begins before birth as …

Predicting clinical outcomes using artificial intelligence and machine learning in neonatal intensive care units: a systematic review

RM McAdams, R Kaur, Y Sun, H Bindra, SJ Cho… - Journal of …, 2022 - nature.com
Background Advances in technology, data availability, and analytics have helped improve
quality of care in the neonatal intensive care unit. Objective To provide an in-depth review of …

Surgical necrotizing enterocolitis

JR Robinson, EJ Rellinger, LD Hatch… - Seminars in …, 2017 - Elsevier
Although currently available data are variable, it appears that the incidence of surgical
necrotizing enterocolitis (NEC) has not decreased significantly over the past decade …

Continuous vital sign analysis for predicting and preventing neonatal diseases in the twenty-first century: big data to the forefront

N Kumar, G Akangire, B Sullivan, K Fairchild… - Pediatric …, 2020 - nature.com
In the neonatal intensive care unit (NICU), heart rate, respiratory rate, and oxygen saturation
are vital signs (VS) that are continuously monitored in infants, while blood pressure is often …

Heart rate variability in the perinatal period: a critical and conceptual review

M Chiera, F Cerritelli, A Casini, N Barsotti… - Frontiers in …, 2020 - frontiersin.org
Neonatal intensive care units (NICUs) greatly expand the use of technology. There is a need
to accurately diagnose discomfort, pain, and complications, such as sepsis, mainly before …

Transforming neonatal care with artificial intelligence: challenges, ethical consideration, and opportunities

BA Sullivan, K Beam, ZA Vesoulis, KB Aziz… - Journal of …, 2024 - nature.com
Artificial intelligence (AI) offers tremendous potential to transform neonatology through
improved diagnostics, personalized treatments, and earlier prevention of complications …

Ideal algorithms in healthcare: explainable, dynamic, precise, autonomous, fair, and reproducible

TJ Loftus, PJ Tighe, T Ozrazgat-Baslanti… - PLOS digital …, 2022 - journals.plos.org
Established guidelines describe minimum requirements for reporting algorithms in
healthcare; it is equally important to objectify the characteristics of ideal algorithms that …

Vital signs as physiomarkers of neonatal sepsis

BA Sullivan, KD Fairchild - Pediatric research, 2022 - nature.com
Neonatal sepsis accounts for significant morbidity and mortality, particularly among
premature infants in the Neonatal Intensive Care Unit. Abnormal vital sign patterns serve as …

Current research on the epidemiology, pathogenesis, and management of necrotizing enterocolitis

S Eaton, CM Rees, NJ Hall - Neonatology, 2017 - karger.com
Despite decades of research on necrotizing enterocolitis, we still do not fully understand the
pathogenesis of the disease, or how to prevent or how to treat it. However, as a result of …

Necrotizing enterocolitis: controversies and challenges

A Zani, A Pierro - F1000Research, 2015 - pmc.ncbi.nlm.nih.gov
Necrotizing enterocolitis is a devastating intestinal disease that affects~ 5% of preterm
neonates. Despite advancements in neonatal care, mortality remains high (30–50%) and …