Role of patient descriptors in predicting antimicrobial resistance in urinary tract infections using a decision tree approach: A retrospective cohort study
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Mohan Timilsina | Meera Tandan | Martin Cormican | Akke Vellinga | Akke Vellinga | M. Cormican | M. Tandan | Mohan Timilsina
[1] C. Llor,et al. Antimicrobial resistance: risk associated with antibiotic overuse and initiatives to reduce the problem , 2014, Therapeutic advances in drug safety.
[2] E. Wong,et al. Urinary tract infections in adults. , 1999, American family physician.
[3] Betsy Foxman,et al. Epidemiology of urinary tract infections: incidence, morbidity, and economic costs. , 2002, The American journal of medicine.
[4] S. Letourneau,et al. Impact of a Decision Tree on Chronic Wound Care , 1998, Journal of wound, ostomy, and continence nursing : official publication of The Wound, Ostomy and Continence Nurses Society.
[5] D. Church,et al. Community-onset Urinary Tract Infections: A Population-based Assessment , 2007, Infection.
[6] Yoshikazu Goto,et al. Decision-tree model for predicting outcomes after out-of-hospital cardiac arrest in the emergency department , 2013, Critical Care.
[7] P. Nordmann,et al. Rapid Detection of Carbapenemase-producing Enterobacteriaceae , 2012, Emerging infectious diseases.
[8] A. Hay. Managing UTI in primary care: should we be sending midstream urine samples? , 2010, The British journal of general practice : the journal of the Royal College of General Practitioners.
[9] Alastair D Hay,et al. Effect of antibiotic prescribing in primary care on antimicrobial resistance in individual patients: systematic review and meta-analysis , 2010, BMJ : British Medical Journal.
[10] N. Caroff,et al. Escherichia coli: epidemiology and analysis of risk factors for infections caused by resistant strains. , 1999, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.
[11] N. Speybroeck,et al. Using classification tree modelling to investigate drug prescription practices at health facilities in rural Tanzania , 2012, Malaria Journal.
[12] K. Bennett,et al. Antimicrobial management and appropriateness of treatment of urinary tract infection in general practice in Ireland , 2011, BMC family practice.
[13] Fangfang Xia,et al. Antimicrobial Resistance Prediction in PATRIC and RAST , 2016, Scientific Reports.
[14] P. Davey,et al. Factors associated with trimethoprim-resistant bacteria isolated from urine samples. , 1999, The Journal of antimicrobial chemotherapy.
[15] N. Speybroeck,et al. Classification trees versus multinomial models in the analysis of urban farming systems in Central Africa , 2004 .
[16] L. Nicolle. Urinary tract infection in long-term-care facility residents. , 2000, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.
[17] R. Caruana,et al. Predicting cesarean delivery with decision tree models. , 2000, American journal of obstetrics and gynecology.
[18] G. Bonner. Decision making for health care professionals: use of decision trees within the community mental health setting. , 2001, Journal of advanced nursing.
[19] Michael L Wilson,et al. Laboratory diagnosis of urinary tract infections in adult patients. , 2004, Clinical infectious diseases : an official publication of the Infectious Diseases Society of America.
[20] P. Solanky,et al. BACTERIAL PATHOGENS IN URINARY TRACT INFECTION AND ANTIBIOTIC SUSCEPTIBILITY PATTERN , 2012 .
[21] M. Cormican,et al. Antimicrobial resistance inE. Coli associated with urinary tract infection in the West of Ireland , 2005, Irish journal of medical science.
[22] S. Schappert,et al. Ambulatory care visits to physician offices, hospital outpatient departments, and emergency departments: United States, 1997. , 1997, Vital and health statistics. Series 13, Data from the National Health Survey.
[23] M. Juthani-mehta,et al. Urinary tract infection in older adults. , 2013, Aging health.
[24] Alexis Boucharin,et al. Antibiotic susceptibility testing in less than 30 min using direct single-cell imaging , 2017, Proceedings of the National Academy of Sciences.
[25] K. Hand,et al. Complicated urinary tract infections: practical solutions for the treatment of multiresistant Gram-negative bacteria. , 2010, The Journal of antimicrobial chemotherapy.
[26] P. Rucci,et al. Determinants of cesarean delivery: a classification tree analysis , 2014, BMC Pregnancy and Childbirth.
[27] M. Almond,et al. Management of urinary tract infections in the elderly , 2007 .
[28] C. Parsons,et al. Antimicrobial prescribing in residential homes. , 2012, The Journal of antimicrobial chemotherapy.
[29] G Kahlmeter,et al. Development of the EUCAST disk diffusion antimicrobial susceptibility testing method and its implementation in routine microbiology laboratories. , 2014, Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases.
[30] Avrum Spira,et al. Derivation of a bronchial genomic classifier for lung cancer in a prospective study of patients undergoing diagnostic bronchoscopy , 2015, BMC Medical Genomics.
[31] François Laviolette,et al. Learning interpretable models of phenotypes from whole genome sequences with the Set Covering Machine , 2014, ArXiv.
[32] Philip Smith,et al. Antimicrobial Use in Long-Term–Care Facilities , 1996, Infection Control & Hospital Epidemiology.
[33] Antonio Ruffino-Netto,et al. Classification and regression tree (CART) model to predict pulmonary tuberculosis in hospitalized patients , 2012, BMC Pulmonary Medicine.
[34] H. Pollock. Laboratory techniques for detection of urinary tract infection and assessment of value. , 1983, The American journal of medicine.
[35] Jiawei Han,et al. Data Mining: Concepts and Techniques , 2000 .
[36] K. Hood,et al. Point of care testing for urinary tract infection in primary care (POETIC): protocol for a randomised controlled trial of the clinical and cost effectiveness of FLEXICULT™ informed management of uncomplicated UTI in primary care , 2014, BMC Family Practice.
[37] K. Hornik,et al. Unbiased Recursive Partitioning: A Conditional Inference Framework , 2006 .
[38] P. Nordmann,et al. Rapid Detection of Extended-Spectrum-β-Lactamase-Producing Enterobacteriaceae from Urine Samples by Use of the ESBL NDP Test , 2014, Journal of Clinical Microbiology.
[39] William Stafford Noble,et al. Machine learning applications in genetics and genomics , 2015, Nature Reviews Genetics.
[40] K. Hajian‐Tilaki,et al. Receiver Operating Characteristic (ROC) Curve Analysis for Medical Diagnostic Test Evaluation. , 2013, Caspian journal of internal medicine.
[41] Vili Podgorelec,et al. Decision Trees: An Overview and Their Use in Medicine , 2002, Journal of Medical Systems.
[42] A. Murphy,et al. Predictive value of antimicrobial susceptibility from previous urinary tract infection in the treatment of re-infection. , 2010, The British journal of general practice : the journal of the Royal College of General Practitioners.
[43] William J. Long,et al. Using Classification Tree and Logistic Regression Methods to Diagnose Myocardial Infarction , 1998, MedInfo.
[44] Todd,et al. Diffuse large B-cell lymphoma outcome prediction by gene-expression profiling and supervised machine learning , 2002, Nature Medicine.
[45] M. Juthani-mehta. Asymptomatic bacteriuria and urinary tract infection in older adults. , 2007, Clinics in geriatric medicine.
[46] Pierre Geurts,et al. Supervised learning with decision tree-based methods in computational and systems biology. , 2009, Molecular bioSystems.
[47] Lucila Ohno-Machado,et al. Decision trees and fuzzy logic: a comparison of models for the selection of measles vaccination strategies in Brazil , 2000, AMIA.