873Using natural language processing on electronic medical notes to detect the presence of an indwelling urinary catheter

نویسندگان

  • Adi Gundlapalli
  • Guy Divita
  • Tyler Forbush
  • Andrew Redd
  • Marjorie Carter
  • Ashley J. Gendrett
  • Kalpana Gupta
  • Ying Suo
  • B.S. Begum Durgahee
  • Sarah Krein
  • Michael Rubin
  • Anne Sales
  • Matthew Samore
  • Barbara W. Trautner
چکیده

detect the presence of an indwelling urinary catheter Adi Gundlapalli, MD, PhD, MS; Guy Divita; Tyler Forbush; Andrew Redd PhD; Marjorie Carter, MSPH; Ashley J. Gendrett, BS, MPH; Kalpana Gupta, MD, MPH; Ying Suo, MS; B.S. Begum Durgahee, MS; Sarah Krein, PhD, RN; Michael Rubin, MD, PhD; Anne Sales, PhD, RN; Matthew Samore, MD; Barbara W. Trautner, MD, PhD; University of Utah School of Medicine and Salt Lake City VA Health Care System, Salt Lake City, UT; Internal Medicine, University of Utah School of Medicine, Salt Lake City, UT; Ideas Center, VA Salt Lake City Health Care System, Salt Lake City, UT; Houston Center for Innovations in Quality, Effectiveness, and Safety, Michael E. Debakey Veterans Affairs Medical Center, Houston, TX; Department of Medicine/ Boston University School of Medicine, Boston, MA; Department of Internal Medicine, Division of General Medicine, University of Michigan Medical School, Ann Arbor, MI; Division of Nursing Business and Health Systems, University of Michigan, School of Nursing, Ann Arbor, MI; University of Utah School of Medicine, Division of Epidemiology, Salt Lake City, UT; Section of Infectious Diseases, Department of Medicine, Baylor College of Medicine, Houston, TX

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Scaling-up NLP Pipelines to Process Large Corpora of Clinical Notes.

INTRODUCTION This article is part of the Focus Theme of Methods of Information in Medicine on "Big Data and Analytics in Healthcare". OBJECTIVES This paper describes the scale-up efforts at the VA Salt Lake City Health Care System to address processing large corpora of clinical notes through a natural language processing (NLP) pipeline. The use case described is a current project focused on d...

متن کامل

v3NLP Framework: Tools to Build Applications for Extracting Concepts from Clinical Text

INTRODUCTION Substantial amounts of clinically significant information are contained only within the narrative of the clinical notes in electronic medical records. The v3NLP Framework is a set of "best-of-breed" functionalities developed to transform this information into structured data for use in quality improvement, research, population health surveillance, and decision support. BACKGROUND...

متن کامل

Prevalence and Microbiological Profile of Catheter Associated Urinary Tract Infections: A Case Study in Secondary Care Hospital

Background and Objectives: Healthcare-associated infections is a major health care concern posing potentially serious negative impact on patient safety and outcome. In this paper, we report this microbiological profile and the prevalence of Catheter Associated Urinary Tract Infections (CAUTIs). Methods: This was a prospective observational study for...

متن کامل

Feasibility of audit and feedback to reduce postoperative urinary catheter duration.

BACKGROUND Indwelling urinary catheter duration is an important risk factor for catheter-associated urinary tract infections (CAUTIs). OBJECTIVE To audit patient-level postoperative catheter duration and measure the impact of its feedback to nursing staff on postoperative catheter duration and CAUTI rates. DESIGN Preobservational and postobservational study. SETTING Two surgical units at ...

متن کامل

An Overview of Candiduria

Candida microorganisms frequently exist as saprophytes on the external genitalia or urethra, however, yeast in measurable quantities are found in <1% of clean voided urine specimens. The overall frequency of Candida infections in hospitals has increased by 200% to 300% in the last decade, such that in a general hospital 5% of urine cultures may yield Candida species, and in tertiary-care center...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره 1  شماره 

صفحات  -

تاریخ انتشار 2014