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| 1 | Prediction modelling in the early detection of neonatal sepsis显示文摘Background Prediction modelling can greatly assist the health-care professionals in the management of diseases,thus sparking interest in neonatal sepsis diagnosis.The main objective of the study was to provide a complete picture of performance of prediction models for early detection of neonatal sepsis.Methods PubMed,Scopus,CINAHL databases were searched and articles which used various prediction modelling measures for the early detection of neonatal sepsis were comprehended.Data extraction was carried out based on Critical Appraisal and Data Extraction for Systematic Reviews of Prediction Modelling Studies checklist.Extricate data consisted of objective,study design,patient characteristics,type of statistical model,predictors,outcome,sample size and location.Prediction model Risk of Bias Assessment Tool was applied to gauge the risk of bias of the articles.Results An aggregate of ten studies were included in the review among which eight studies had applied logistic regression to build a prediction model,while the remaining two had applied artificial intelligence.Potential predictors like neonatal fever,birth weight,foetal morbidity and gender,cervicovaginitis and maternal age were identified for the early detection of neonatal sepsis.Moreover,birth weight,endotracheal intubation,thyroid hypofunction and umbilical venous catheter were promising factors for predicting late-onset sepsis;while gestational age,intrapartum temperature and antibiotics treatment were utilised as budding prognosticators for early-onset sepsis detection.Conclusion Prediction modelling approaches were able to recognise promising maternal,neonatal and laboratory predictors in the rapid detection of early and late neonatal sepsis and thus,can be considered as a novel way for clinician decisionmaking towards the disease diagnosis if not used alone,in the years to come. | Puspita Sahu Elstin Anbu Raj Stanly Leslie Edward Simon Lewis Krishnananda Prabhu Mahadev Rao Vijayanarayana Kunhikatta | 2022 | World Journal of Pediatrics2022，18，3： | 2 |
| 2 | Cardiac parasympa- thetic reactivation following exercise: Implications for training prescription显示文摘 | STANLY J PEAKE J M BUCHHEIT M | 2013 | Sports Med2013，43，： | 1 |
| 3 | Mechanical Principles of Natural Crimp of Fiber 显示文摘 | BRAND R H STANLY BACKER | 1962 | Textile Research Journal1962，32，1： | 1 |
| 4 | Fuzzy approaches to multicriteria de novo programs显示文摘 | Rongjun Li Stanly E L | 1990 | Mathematical Analysis and Applications1990，153，12： | 1 |
| 5 | Is pulse pressure useful in predicting risk for coronary heart disease? The Framingham Heart Study显示文摘 | Stanly S Franklin MD Shehzad A | 1999 | Circulation1999，100，： | 1 |
| 6 | Movement Disorders Induced by An-tipsychotic Drugs:Implications of the CATIE Schizophrenia Trial显示文摘 | Stanly N Groff M G | | 0，，01： | 1 |
| 7 | Growth of American oysters increased by polyploidy induced by blocking meiosis I but not meiosis Ⅱ显示文摘 | Stanly J G Hido H Allen S K | 1984 | Aquaculture1984，37，： | 1 |
| 8 | Breadth-hold gadolinium-enhanced MR angiography of the abdominal aorta and its branches显示文摘 | Prince JR Narasimham DL Stanly JC | 1995 | Radiology1995，197，8： | 1 |
| 9 | Corrosion inhibition of mild steel in hydrochloric acid solution by Schiff base furointhiosemicarbazone显示文摘 | STANLY JACOB K PARAMESWARAN G | | 0，，： | 1 |
| 10 | From future perfect:mass customizing显示文摘 | STANLY D | 1989 | Planning Review1989，17，2： | 1 |
| 11 | The potention role of GM-CSF and G-CSF in infectious disease显示文摘 | Stanly C D Carol A K | 2005 | Infect Med2005，15，12： | 1 |
| 12 | Amino acid analysis and enzymatic sequence determination of peptides by an improved ophthaldi-aldehyde precolumn labeling procedure显示文摘 | JONES BARRY N SVANTE PAABO STANLY STEIN | 1981 | J Liquid Chromatography1981，4，4： | 1 |
| 13 | Breath-hold gadoliniumenhanced MR angiography of the abdominal aorta and its branches 显示文摘 | Prine J R Narasiham D L Stanly J C | 1995 | Radiology1995，197，3： | 1 |
| 14 | Ba(Mgl/3Ta2/3)O3 filled PTFE composites for microwave substrate applications 显示文摘 | N STANLY J K MURALI K P | 2010 | Mater Chem Phys2010，122，： | 1 |
| 15 | Feasibility and toxicity of chemoembolization for children with liver tumors 显示文摘 | Malogolowkin MH Stanly P Steele DA Jorge AO | 2000 | J Clin Oncol2000，18，6： | 1 |
| 16 | Positive association of the wheat midge (Diptera:Cecidomyiidae) with glume blotch显示文摘 | Stanly G W Freed R D | 1982 | Jour Econ Entomol1982，75，7： | 1 |
| 17 | Breadth - hold gadolinium - enhanced MR angiology of the abdominal aorta and its branches 显示文摘 | Prince JR Narasimham DL Stanly JC | 1995 | Radiology1995，197，3： | 1 |
| 18 | Down syndrome with pure partial trisomy 21q22 due to a paternal insertion(4:21) uncovered by uncultured amniotic fluid interphase FISH显示文摘 | Lee J Stanly JR Vaz SA | 2005 | Am J Med Genet A2005，132，2： | 1 |
| 19 | Dynamic contrast-enhanced T2-weighted MR imaging of gliomatosis cerebri 显示文摘 | Stanly Yang Stephafi Wetzel and Soonmee Cha | 2002 | AJNR Am J Neuroradiol2002，23，3： | 1 |
| 20 | Threshold modeling of autonomic control of heart rate variabifity 显示文摘 | G B Stanly K Poolla R A Siegel | | IEEE Transaction on Biomedical Engineering0，47，9： | 1 |
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