(Q37598945)

21 August 2017

Medical decision support using machine learning for early detection of late-onset neonatal sepsis (English)

1 reference

21 August 2017

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decision support system

1 reference

Subramani Mani

1

1 reference

21 August 2017

Asli Ozdas

2

1 reference

21 August 2017

Constantin Aliferis

3

1 reference

21 August 2017

Huseyin Atakan Varol

4

1 reference

21 August 2017

Qingxia Chen

5

1 reference

21 August 2017

Randy Carnevale

6

1 reference

21 August 2017

Yukun Chen

7

1 reference

21 August 2017

Joann Romano-Keeler

8

1 reference

21 August 2017

Hui Nian

9

1 reference

21 August 2017

Jörn-Hendrik Weitkamp

10

1 reference

21 August 2017

16 September 2013

1 reference

Journal of the American Medical Informatics Association

21 August 2017

1 reference

21 August 2017

21

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21 August 2017

2

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21 August 2017

326-336

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describes a project that uses

21 August 2017

1 reference

Early sepsis does not increase the risk of late sepsis in very low birth weight neonates

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Mortality reduction by heart rate characteristic monitoring in very low birth weight neonates: a randomized trial

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Specificity for human hemoglobin enhances Staphylococcus aureus infection

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Sodium-glucose cotransport inhibition with dapagliflozin in type 2 diabetes

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

A "fundamental theorem" of biomedical informatics

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Early erythropoietin for preventing red blood cell transfusion in preterm and/or low birth weight infants

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Evaluating the near-term infant for early onset sepsis: progress and challenges to consider with 16S rDNA polymerase chain reaction testing

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

GEMS: a system for automated cancer diagnosis and biomarker discovery from microarray gene expression data

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Heart rate characteristics and laboratory tests in neonatal sepsis

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Beyond the complete blood cell count and C-reactive protein: a systematic review of modern diagnostic tests for neonatal sepsis

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Clinical outcomes following institution of universal leukoreduction of blood transfusions for premature infants.

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Decision trees: an overview and their use in medicine

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Toward the early diagnosis of neonatal sepsis and sepsis-like illness using novel heart rate analysis

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Diagnosis of neonatal bacterial infection: hematologic and pathologic findings in fatal and nonfatal cases

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

A ten-year review of neonatal sepsis and comparison with the previous fifty-year experience

23 August 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Immediate postmortem cultures in an intensive care nursery.

9 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Volume of blood submitted for culture from neonates.

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

An evaluation of machine-learning methods for predicting pneumonia mortality

14 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Use of neural networks in predicting the risk of coronary artery disease

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Modeling clinical judgment and implicit guideline compliance in the diagnosis of melanomas using machine learning

28 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

HITON: a novel Markov Blanket algorithm for optimal variable selection.

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Two-Stage Machine Learning model for guideline development

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Clinical importance of pain and stress in preterm neonates

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Inducing practice guidelines from a hospital database

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Evaluation of automatic knowledge acquisition techniques in the diagnosis of acute abdominal pain. Acute Abdominal Pain Study Group.

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Late-onset sepsis in very low birth weight neonates: a report from the National Institute of Child Health and Human Development Neonatal Research Network

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Inhibition of erythropoietin production by cytokines. Implications for the anemia involved in inflammatory states.

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Computer-aided Diagnosis of Acute Abdominal Pain

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Blood sampling in very low birth weight infants receiving different levels of intensive care

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Neonatal and neurodevelopmental outcomes of very low birth weight infants with histologic chorioamnionitis

25 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

A multicentre, randomised, double-blind, placebo controlled study of cryotherapy versus cryotherapy and podophyllotoxin cream as treatment for external anogenital warts

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Changes in pathogens causing early-onset sepsis in very-low-birth-weight infants

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Knowledge discovery and knowledge validation in intensive care.

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

The neonatal "sepsis work-up": personal reflections on the development of an evidence-based approach toward newborn infections in a managed care organization

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Risk factors for neonatal sepsis.

1 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=3932458

Bayesian Network Classifiers

1 September 2018

1 reference

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001854

Not So Naive Bayes: Aggregating One-Dependence Estimators

21 January 2018

1 reference

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001854

Identifying Important Risk Factors for Survival in Kidney Graft Failure Patients Using Random Survival Forests

21 January 2018

1 reference

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001854

Gene Selection for Cancer Classification using Support Vector Machines

21 January 2018

1 reference

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001854

An introduction to ROC analysis

21 January 2018

1 reference

https://api.crossref.org/works/10.1136%2FAMIAJNL-2013-001854

Frequency, natural course, and outcome of neonatal neutropenia

21 January 2018

1 reference

12 December 2020

Patterns of use of antibiotics in two newborn nurseries

1 reference

12 December 2020

Volume of blood required to detect common neonatal pathogens

1 reference

12 December 2020

Sepsis screen in neonates with evaluation of plasma fibronectin

1 reference

12 December 2020

10.1136/AMIAJNL-2013-001854

Identifiers

DOI

1 reference

journals/jamia/ManiOAVCCCRNW14

21 August 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

21 August 2017

PubMed publication ID

24043317

1 reference