Applications of Artificial Intelligence in Neonatology

Global trends in incidence and death of neonatal disorders and its specific causes in 204 countries/territories during 1990–2019

(2022) Zejin Ou et al.   BMC PUBLIC HEALTH

Primary risk stratification for neonatal jaundice among term neonates using machine learning algorithm

(2022) Joshua Guedalia et al.   EARLY HUMAN DEVELOPMENT

Early severity prediction of BPD for premature infants from chest X-ray images using deep learning: A study at the 28th day of oxygen inhalation

(2022) Wenyu Xing et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Camera fusion for real-time temperature monitoring of neonates using deep learning

(2022) Simon Lyra et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Prediction of Neonatal Respiratory Distress Biomarker Concentration by Application of Machine Learning to Mid-Infrared Spectra

(2022) Waseem Ahmed et al.   SENSORS

Artificial intelligence-based clinical decision support in pediatrics

(2022) Sriram Ramgopal et al.   PEDIATRIC RESEARCH

Development of artificial neural networks for early prediction of intestinal perforation in preterm infants

(2022) Joonhyuk Son et al.   Scientific Reports

Early Prediction of Hemodynamic Shock in Pediatric Intensive Care Units With Deep Learning on Thermal Videos

(2022) Vanshika Vats et al.   Frontiers in Physiology

Development and Validation of a Deep Learning Model to Predict the Occurrence and Severity of Retinopathy of Prematurity

(2022) Qiaowei Wu et al.   JAMA Network Open

A deep learning pipeline for the automated segmentation of posterior limb of internal capsule in preterm neonates

(2022) Nadja Gruber et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Machine learning for prediction of bronchopulmonary dysplasia-free survival among very preterm infants

(2022) Rebekah M. Leigh et al.   BMC Pediatrics

Central apnea detection in premature infants using machine learning

(2022) Gabriele Varisco et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A self-training deep neural network for early prediction of cognitive deficits in very preterm infants using brain functional connectome data

(2022) Redha Ali et al.   PEDIATRIC RADIOLOGY

Characterization of Infants’ General Movements Using a Commercial RGB-Depth Sensor and a Deep Neural Network Tracking Processing Tool: An Exploratory Study

(2022) Diletta Balta et al.   SENSORS

Machine learning for the early prediction of infants with electrographic seizures in neonatal hypoxic‐ischemic encephalopathy

(2022) Andreea M. Pavel et al.   EPILEPSIA

The use of machine learning and artificial intelligence within pediatric critical care

(2022) Neel Shah et al.   PEDIATRIC RESEARCH

Development of an EEG artefact detection algorithm and its application in grading neonatal hypoxic-ischemic encephalopathy

(2022) Mark E. O'Sullivan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Grading hypoxic-ischemic encephalopathy in neonatal EEG with convolutional neural networks and quadratic time-frequency distributions

(2021) Sumit Arun Raurale et al.   Journal of Neural Engineering

Building an Open Source Classifier for the Neonatal EEG Background: A Systematic Feature-Based Approach From Expert Scoring to Clinical Visualization

(2021) Saeed Montazeri Moghadam et al.   Frontiers in Human Neuroscience

Bronchopulmonary Dysplasia Predicted by Developing a Machine Learning Model of Genetic and Clinical Information

(2021) Dan Dai et al.   Frontiers in Genetics

Evaluation of Trends in Bronchopulmonary Dysplasia and Respiratory Support Practice for Very Low Birth Weight Infants: A Population-Based Cohort Study

(2021) Soon Min Lee et al.   JOURNAL OF PEDIATRICS

Early nasal continuous positive airway pressure failure prediction in preterm infants less than 32 weeks gestational age suffering from respiratory distress syndrome

(2021) Valentina Dell'Orto et al.   PEDIATRIC PULMONOLOGY

Language function following preterm birth: prediction using machine learning

(2021) Evdoxia Valavani et al.   PEDIATRIC RESEARCH

Neonatal Jaundice Diagnosis Using a Smartphone Camera Based on Eye, Skin, and Fused Features with Transfer Learning

(2021) Alhanoof Althnian et al.   SENSORS

Neonatal EEG sleep stage classification based on deep learning and HMM

(2020) Hojat Ghimatgar et al.   Journal of Neural Engineering

Lung recruitment before surfactant administration in extremely preterm neonates with respiratory distress syndrome (IN-REC-SUR-E): a randomised, unblinded, controlled trial

(2020) Giovanni Vento et al.   Lancet Respiratory Medicine

A machine-learning algorithm for neonatal seizure recognition: a multicentre, randomised, controlled trial

(2020) Andreea M Pavel et al.   Lancet Child & Adolescent Health

Correlation between cardiorespiratory events and gastro-esophageal reflux in preterm and term infants: Analysis of predisposing factors

(2019) S. Nobile et al.   EARLY HUMAN DEVELOPMENT

Visual assessment versus computer-assisted gray scale analysis in the ultrasound evaluation of neonatal respiratory status

(2018) Francesco Raimondi et al.   PLoS One

Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity

(2018) Travis K Redd et al.   BRITISH JOURNAL OF OPHTHALMOLOGY

Assessing the Feasibility of Providing a Real-Time Response to Seizures Detected With Continuous Long-Term Neonatal Electroencephalography Monitoring

(2018) Cynthia Sharpe et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

Living with Severe Bronchopulmonary Dysplasia—Parental Views of Their Child's Quality of Life

(2018) Jennifer M. Brady et al.   JOURNAL OF PEDIATRICS

The economic impact of prematurity and bronchopulmonary dysplasia

(2017) María Álvarez-Fuente et al.   EUROPEAN JOURNAL OF PEDIATRICS

Amplitude Integrated Electroencephalography Compared With Conventional Video EEG for Neonatal Seizure Detection: A Diagnostic Accuracy Study

(2017) Abhijeet Rakshasbhuvankar et al.   JOURNAL OF CHILD NEUROLOGY

New Insights on Early Patterns of Respiratory Disease among Extremely Low Gestational Age Newborns

(2017) Stefano Nobile et al.   Neonatology

Validation of an automated seizure detection algorithm for term neonates

(2016) Sean R. Mathieson et al.   CLINICAL NEUROPHYSIOLOGY

Impact of an ICU EEG monitoring pathway on timeliness of therapeutic intervention and electrographic seizure termination

(2016) Ryan P. Williams et al.   EPILEPSIA

Detecting Neonatal Seizures With Computer Algorithms

(2016) Andriy Temko et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

Contemporary Profile of Seizures in Neonates: A Prospective Cohort Study

(2016) Hannah C. Glass et al.   JOURNAL OF PEDIATRICS

Seizing control of epileptic activity can improve outcome

(2015) Kevin E. Chapman et al.   EPILEPSIA

Apnea of Prematurity

(2015) Eric C. Eichenwald et al.   PEDIATRICS

Treating EEG Seizures in Hypoxic Ischemic Encephalopathy: A Randomized Controlled Trial

(2015) P. Srinivasakumar et al.   PEDIATRICS

Seizure burden is independently associated with short term outcome in critically ill children

(2014) Eric T. Payne et al.   BRAIN

The Impact of Amplitude-Integrated Electroencephalography on NICU Practice

(2014) Juan Pablo Appendino et al.   CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES

Holistic approach for automated background EEG assessment in asphyxiated full-term infants

(2014) Vladimir Matic et al.   Journal of Neural Engineering

The Importance of Oxygen Control Reaffirmed: Experience of ROP Reduction at a Single Tertiary Care Center

(2014) Stefano Nobile et al.   JOURNAL OF PEDIATRIC OPHTHALMOLOGY & STRABISMUS

ROBUST NEONATAL EEG SEIZURE DETECTION THROUGH ADAPTIVE BACKGROUND MODELING

(2013) ANDRIY TEMKO et al.   International Journal of Neural Systems

Pharmacological Treatment of Neonatal Seizures

(2013) Laurel A. Slaughter et al.   JOURNAL OF CHILD NEUROLOGY

Continuous EEG Monitoring in the Neonatal Intensive Care Unit

(2013) Bláthnaid McCoy et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

School-age Outcomes of Extremely Preterm or Extremely Low Birth Weight Children

(2013) E. A. Hutchinson et al.   PEDIATRICS

Epidemiology and aetiology of neonatal seizures

(2013) Chakrapani Vasudevan et al.   Seminars in Fetal & Neonatal Medicine

An Automated System for Grading EEG Abnormality in Term Neonates with Hypoxic-Ischaemic Encephalopathy

(2012) N. J. Stevenson et al.   ANNALS OF BIOMEDICAL ENGINEERING

Hypothermia for Neonatal Hypoxic Ischemic Encephalopathy

(2012) Mohamed A. Tagin et al.   ARCHIVES OF PEDIATRICS & ADOLESCENT MEDICINE

Delayed Cyclic Activity Development on Early Amplitude-Integrated EEG in the Preterm Infant with Brain Lesions

(2012) Giancarlo Natalucci et al.   Neonatology

Prediction of Bronchopulmonary Dysplasia by Postnatal Age in Extremely Premature Infants

(2011) Matthew M. Laughon et al.   AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE

The American Clinical Neurophysiology Societyʼs Guideline on Continuous Electroencephalography Monitoring in Neonates

(2011) Renée A. Shellhaas et al.   JOURNAL OF CLINICAL NEUROPHYSIOLOGY

Amplitude-Integrated EEG Pattern Predicts Further Outcome in Preterm Infants

(2011) Katrin Klebermass et al.   PEDIATRIC RESEARCH

Large-scale electrophysiology: Acquisition, compression, encryption, and storage of big data

(2009) Benjamin H. Brinkmann et al.   JOURNAL OF NEUROSCIENCE METHODS

Clinical Neonatal Seizures are Independently Associated with Outcome in Infants at Risk for Hypoxic-Ischemic Brain Injury

(2009) Hannah C. Glass et al.   JOURNAL OF PEDIATRICS

Defining the gap between electrographic seizure burden, clinical expression and staff recognition of neonatal seizures

(2007) D M Murray et al.   Archives of Disease in Childhood-Fetal and Neonatal Edition