AIMC Topic: Urinary Tract Infections

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Machine learning for early prediction of the infection in patients with urinary stone after treatment of holmium laser lithotripsy.

PloS one Jan 1, 2025
Patients after holmium laser lithotripsy have a certain probability of getting postoperative infection. An early and accurate diagnosis of postoperative infection allows a timely administration of appropriate antibiotic treatment. However, doctors ca...
Male Humans Middle Aged Retrospective Studies Aged Adult Female Lasers, Solid-State Lithotripsy, Laser Machine Learning Urinary Calculi Postoperative Complications Urinary Tract Infections
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Application of AI in urolithiasis risk of infection: a scoping review.

Minerva urology and nephrology Jun 1, 2024
INTRODUCTION: Artificial intelligence and machine learning are the new frontier in urology; they can assist the diagnostic work-up and in prognostication bring superior to the existing nomograms. Infectious events and in particular the septic risk, a...
Humans Artificial Intelligence Urolithiasis Sepsis Machine Learning Urinary Tract Infections Risk Assessment
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[Construction of a back propagation neural network model for predicting urosepsis after flexible ureteroscopic lithotripsy].

Zhejiang da xue xue bao. Yi xue ban = Journal of Zhejiang University. Medical sciences Jan 25, 2024
OBJECTIVES: To analyze the association of serum heparin-binding protein (HBP) and C-reactive protein (CRP) levels with urosepsis following flexible ureteroscopic lithotripsy (FURL) and to construct a back propagation neural network prediction model.
C-Reactive Protein Urinary Tract Infections Sepsis Logistic Models Lithotripsy Kidney Calculi Ureteroscopy Aged Adult Middle Aged Postoperative Complications Male Female Risk Factors Humans Neural Networks, Computer
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Therapeutic effects of orally administration of viable and inactivated probiotic strains against murine urinary tract infection.

Journal of food and drug analysis Dec 15, 2023
Urinary tract infections (UTIs) are highly prevalent bacterial infections that pose significant health risks. Specific probiotic strains have been recommended for UTI control and management of antibiotic resistance. Otherwise, para-probiotics, define...
Ampicillin Urinary Tract Infections Escherichia coli Disease Models, Animal Escherichia coli Infections Probiotics Bacteriuria Animals Mice, Inbred C57BL Anti-Bacterial Agents Mice Female
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Knowledge Discovery With Machine Learning for Hospital-Acquired Catheter-Associated Urinary Tract Infections.

Computers, informatics, nursing : CIN Jan 1, 2020
Massive generation of health-related data has been key in enabling the big data science initiative to gain new insights in healthcare. Nursing can benefit from this era of big data science, as there is a growing need for new discoveries from large qu...
Support Vector Machine Electronic Health Records Humans Catheter-Related Infections Data Mining Hospitals Urinary Tract Infections Machine Learning Knowledge Discovery
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Machine-learning-assisted selection of antibiotic prescription.

Nature medicine Jul 1, 2019
Machine Learning Anti-Bacterial Agents Drug Resistance, Microbial Drug Prescriptions Urinary Tract Infections Humans
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MICROTOX TEST AS A TOOL TO ASSESS ANTIMICROBIAL PROPERTIES OF HERBAL INFUSIONS USED IN URINARY TRACT INFECTIONS.

Acta poloniae pharmaceutica May 1, 2017
Herbs can be used preventatively, to aid treatment and to ease the symptoms of urinary tract infections (UTIs). Traditional medicine uses herbal infusions such as: lingonberry leaf (Vitis idaeae folium), birch leaf (Betulaefolium) wild thyme extract ...
Bacteriological Techniques Anti-Bacterial Agents Phytotherapy Luminescent Measurements Aliivibrio fischeri Microbial Viability Urinary Tract Infections Plant Extracts Plants, Medicinal
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