Machine Learning Approaches to Predict In-Hospital Mortality among Neonates with Clinically Suspected Sepsis in the Neonatal Intensive Care Unit

Machine learning models for identifying preterm infants at risk of cerebral hemorrhage

(2020) Varvara Turova et al.   PLoS One

Risk Factors of Initial Inappropriate Antibiotic Therapy and the Impacts on Outcomes of Neonates with Gram-Negative Bacteremia

(2020) Shih-Ming Chu et al.   Antibiotics-Basel

The Clinical Risk Index for Babies II for Prediction of Time-Dependent Mortality and Short-Term Morbidities in Very Low Birth Weight Infants

(2019) Soon Min Lee et al.   Neonatology

Neonatal mortality risk assessment using SNAPPE- II score in a neonatal intensive care unit

(2019) Dipak Muktan et al.   BMC Pediatrics

Major causes of death in preterm infants in selected hospitals in Ethiopia (SIP): a prospective, cross-sectional, observational study

(2019) Lulu M Muhe et al.   Lancet Global Health

Combination of 16S rRNA and procalcitonin in diagnosis of neonatal clinically suspected sepsis

(2019) Renqiang Yu et al.   JOURNAL OF INTERNATIONAL MEDICAL RESEARCH

Evaluating and Enhancing the Generalization Performance of Machine Learning Models for Physical Activity Intensity Prediction From Raw Acceleration Data

(2019) Vahid Farrahi et al.   IEEE Journal of Biomedical and Health Informatics

Correlation Coefficients

(2018) Patrick Schober et al.   ANESTHESIA AND ANALGESIA

OUP accepted manuscript

(2018)   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

Comparing Multiple Machine Learning Algorithms and Metrics for Estrogen Receptor Binding Prediction

(2018) Daniel P. Russo et al.   MOLECULAR PHARMACEUTICS

A machine learning approach to estimating preterm infants survival: development of the Preterm Infants Survival Assessment (PISA) predictor

(2018) Marco Podda et al.   Scientific Reports

Machine learning for real-time prediction of complications in critical care: a retrospective study

(2018) Alexander Meyer et al.   Lancet Respiratory Medicine

Risk-adjusted mortality of VLBW infants in high-volume versus low-volume NICUs

(2018) Roland Hentschel et al.   Archives of Disease in Childhood-Fetal and Neonatal Edition

Assessing Binary Diagnoses of Bio-behavioral Disorders

(2017) Domenic V. Cicchetti et al.   JOURNAL OF NERVOUS AND MENTAL DISEASE

Neonatal sepsis

(2017) Andi L Shane et al.   LANCET

Prematurity and Sudden Unexpected Infant Deaths in the United States

(2017) Barbara M. Ostfeld et al.   PEDIATRICS

Ending the Culture of Culture-Negative Sepsis in the Neonatal ICU

(2017) Joseph B. Cantey et al.   PEDIATRICS

Machine learning shows association between genetic variability inPPARGand cerebral connectivity in preterm infants

(2017) Michelle L. Krishnan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Variation in Performance of Neonatal Intensive Care Units in the United States

(2017) Jeffrey D. Horbar et al.   JAMA Pediatrics

Machine-learning to characterise neonatal functional connectivity in the preterm brain

(2016) G. Ball et al.   NEUROIMAGE

Rectified-Linear-Unit-Based Deep Learning for Biomedical Multi-label Data

(2016) Pu Wang et al.   Interdisciplinary Sciences-Computational Life Sciences

Association Between Antibiotic Use and Neonatal Mortality and Morbidities in Very Low-Birth-Weight Infants Without Culture-Proven Sepsis or Necrotizing Enterocolitis

(2016) Joseph Y. Ting et al.   JAMA Pediatrics

Predictors of clinical and microbiological treatment failure in neonatal bloodstream infections

(2015) J.-F. Hsu et al.   CLINICAL MICROBIOLOGY AND INFECTION

The Role of 16S rRNA Gene Sequencing in Confirmation of Suspected Neonatal Sepsis

(2015) Somaia El Gawhary et al.   JOURNAL OF TROPICAL PEDIATRICS

Recurrent late-onset sepsis in the neonatal intensive care unit: incidence, clinical characteristics and risk factors

(2014) M.-H. Tsai et al.   CLINICAL MICROBIOLOGY AND INFECTION

Risk Factors and Outcomes for Multidrug-Resistant Gram-Negative Bacteremia in the NICU

(2014) M.-H. Tsai et al.   PEDIATRICS

Etiologies of NICU Deaths

(2014) J. Jacob et al.   PEDIATRICS

Incidence, Clinical Characteristics and Risk Factors for Adverse Outcome in Neonates With Late-onset Sepsis

(2013) Ming-Horng Tsai et al.   PEDIATRIC INFECTIOUS DISEASE JOURNAL

Education in neonatology by simulation: between reality and declaration of intent

(2012) Armando Cuttano et al.   Journal of Maternal-Fetal & Neonatal Medicine

Interinstitutional Variation in Prediction of Death by SNAP-II and SNAPPE-II Among Extremely Preterm Infants

(2009) O. Dammann et al.   PEDIATRICS