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Urinary Tract Infections

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Automatic hemolysis identification on aligned dual-lighting images of cultured blood agar plates.

Computer methods and programs in biomedicine 29428064
BACKGROUND AND OBJECTIVE: The recent introduction of Full Laboratory Automation systems in clinical microbiology opens to the availability of streams of high definition images representing bacteria culturing plates. This creates new opportunities to ...
Agar Algorithms Bacteria Electronic Data Processing Hemolysis Humans Lighting Models, Statistical Programming Languages Reproducibility of Results Signal Processing, Computer-Assisted Software Urinary Tract Infections
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Rate and association of lower urinary tract infection with recurrence after transurethral resection of bladder tumor.

Investigative and clinical urology 29333509
PURPOSE: To evaluate the rate of pyuria and bacteriuria after transurethral resection of bladder tumor (TURBT).
Administration, Intravesical Aged Aged, 80 and over Antineoplastic Agents Bacteriuria Chemotherapy, Adjuvant Female Follow-Up Studies Humans Male Middle Aged Neoplasm Recurrence, Local Postoperative Complications Pyuria Retrospective Studies Risk Factors Urinary Bladder Neoplasms Urinary Tract Infections
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Accelerating Chart Review Using Automated Methods on Electronic Health Record Data for Postoperative Complications.

AMIA ... Annual Symposium proceedings. AMIA Symposium 28269941
Manual Chart Review (MCR) is an important but labor-intensive task for clinical research and quality improvement. In this study, aiming to accelerate the process of extracting postoperative outcomes from medical charts, we developed an automated post...
Algorithms Electronic Health Records Humans Machine Learning Medical Audit Pneumonia Postoperative Complications Sepsis Shock, Septic Surgical Wound Infection Urinary Tract Infections
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Scaling-up NLP Pipelines to Process Large Corpora of Clinical Notes.

Methods of information in medicine 26534722
INTRODUCTION: This article is part of the Focus Theme of Methods of Information in Medicine on "Big Data and Analytics in Healthcare".
Algorithms Catheter-Related Infections Data Mining Datasets as Topic Decision Support Systems, Clinical Electronic Health Records Hospitals, Veterans Humans Machine Learning Natural Language Processing Prevalence Risk Assessment Urinary Catheterization Urinary Tract Infections Utah Vocabulary, Controlled
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Natural Language Processing for Real-Time Catheter-Associated Urinary Tract Infection Surveillance: Results of a Pilot Implementation Trial.

Infection control and hospital epidemiology 26022228
BACKGROUND: Incidence of catheter-associated urinary tract infection (CAUTI) is a quality benchmark. To streamline conventional detection methods, an electronic surveillance system augmented with natural language processing (NLP), which gathers data ...
Algorithms Catheter-Related Infections Catheters, Indwelling Computer Systems Documentation Electronic Health Records Humans Intensive Care Units Natural Language Processing Pilot Projects Population Surveillance Predictive Value of Tests Tertiary Care Centers Urinary Tract Infections
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Detecting the presence of an indwelling urinary catheter and urinary symptoms in hospitalized patients using natural language processing.

Journal of biomedical informatics 27404849
OBJECTIVE: To develop a natural language processing pipeline to extract positively asserted concepts related to the presence of an indwelling urinary catheter in hospitalized patients from the free text of the electronic medical note. The goal is to ...
Data Mining Electronic Health Records Humans Natural Language Processing Urinary Catheters Urinary Tract Infections
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