Predicting urinary tract infections in the emergency department with machine learning

Prediction of In-hospital Mortality in Emergency Department Patients With Sepsis: A Local Big Data-Driven, Machine Learning Approach

(2016) R. Andrew Taylor et al.   ACADEMIC EMERGENCY MEDICINE

Exploring the Potential of Predictive Analytics and Big Data in Emergency Care

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Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

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Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

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Overdiagnosis of Urinary Tract Infection and Underdiagnosis of Sexually Transmitted Infection in Adult Women Presenting to an Emergency Department

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Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

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Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

(2015) G. S. Collins et al.   BMJ-British Medical Journal

History and Physical Examination Plus Laboratory Testing for the Diagnosis of Adult Female Urinary Tract Infection

(2013) Lisa Meister et al.   ACADEMIC EMERGENCY MEDICINE

Difference of two dependent sensitivities and specificities: Comparison of various approaches

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Urinary Tract Infection Syndromes

(2013) Betsy Foxman   INFECTIOUS DISEASE CLINICS OF NORTH AMERICA

Overtreatment of Presumed Urinary Tract Infection in Older Women Presenting to the Emergency Department

(2013) Lesley B. Gordon et al.   JOURNAL OF THE AMERICAN GERIATRICS SOCIETY

Voided Midstream Urine Culture and Acute Cystitis in Premenopausal Women

(2013) Thomas M. Hooton et al.   NEW ENGLAND JOURNAL OF MEDICINE

Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: The SHARPn project

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Discretization of continuous features in clinical datasets

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Predicting Anatomical Therapeutic Chemical (ATC) Classification of Drugs by Integrating Chemical-Chemical Interactions and Similarities

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Fuzzy cognitive map software tool for treatment management of uncomplicated urinary tract infection

(2011) Elpiniki I. Papageorgiou   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Overestimation Error and Unnecessary Antibiotic Prescriptions for Acute Cystitis in Adult Women

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The ARESC study: an international survey on the antimicrobial resistance of pathogens involved in uncomplicated urinary tract infections

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Training neural network classifiers for medical decision making: The effects of imbalanced datasets on classification performance

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