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digital.ahrq.gov/ahrq-funded-projects/machine-learning-prediction-model-personalized-urinary-tract-infection-care
July 01, 2024 - Machine-Learning Prediction Model for Personalized Urinary Tract Infection Care in Children … pediatric urinary tract infection management. … Recurrent UTIs, particularly those associated with vesicoureteral reflux (VUR)—a condition affecting … most from early VCUG, ensuring timely diagnosis and management while avoiding unnecessary testing and associated … timing and use of VCUG for diagnosis, standardizing practices, minimizing unnecessary procedures and associated
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digital.ahrq.gov/sites/default/files/docs/page/reduction-in-hospital-acquired-complications-and-infections-quick-reference-guide.pdf
January 01, 2010 - Catheter-associated urinary tract infections
(CAUTIs) are the most common of the nosocomial
infections … examined the use of computerized
provider order entry (CPOE) to improve the
awareness by physicians that a urinary … For example,
documentation of a urinary catheter present at
admission may not be captured by EMRs in … Catheter-associated urinary tract
infections. … Prevention of
nosocomial catheter-associated urinary tract
infections through computerized feedback
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digital.ahrq.gov/population/children
January 01, 2025 - Children
Presence of children in household is associated with increased … Presence of children in household is associated with increased health-related social need burden. … Machine-Learning Prediction Model for Personalized Urinary Tract Infection Care in Children
Description … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring
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digital.ahrq.gov/location/usa-ma-boston
January 01, 2023 - David
Rotenstein, Lisa
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Principal Investigator(s)
Wang, Hsin-Hsiao Scott
Identifying Sepsis Phenotypes Associated
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digital.ahrq.gov/health-care-theme/patient-safety
January 01, 2023 - Abraham, Olufunmilola
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Identifying Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models
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digital.ahrq.gov/health-care-theme/clinical-decision-making
January 01, 2023 - Machine-Learning Prediction Model for Personalized Urinary Tract Infection Care in Children
Description … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Investigator(s)
McCulloch, Michael
Porter, Michael
Identifying Sepsis Phenotypes Associated
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digital.ahrq.gov/type-care/acute-care
January 01, 2023 - Abraham, Olufunmilola
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Identifying Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models
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digital.ahrq.gov/health-care-theme/quality-improvement
January 01, 2023 - David
Rotenstein, Lisa
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Investigator(s)
McCulloch, Michael
Porter, Michael
Identifying Sepsis Phenotypes Associated
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digital.ahrq.gov/funding-mechanism/mentored-clinical-scientist-research-career-development-award-k08
January 01, 2023 - Development Award (K08)
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Principal Investigator(s)
Wang, Hsin-Hsiao Scott
Identifying Sepsis Phenotypes Associated
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digital.ahrq.gov/technology/machine-learning
January 01, 2025 - Dykes, Patricia
Chen, Jin
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Investigator(s)
McCulloch, Michael
Porter, Michael
Identifying Sepsis Phenotypes Associated
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digital.ahrq.gov/technology/clinical-decision-support-system
January 08, 2025 - Machine-Learning Prediction Model for Personalized Urinary Tract Infection Care in Children
Description … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Identifying Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models
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digital.ahrq.gov/medical-condition/infectious-disease
January 01, 2023 - Infectious Disease
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Principal Investigator(s)
Wang, Hsin-Hsiao Scott
Identifying Sepsis Phenotypes Associated
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digital.ahrq.gov/population/physician
January 01, 2025 - David
Rotenstein, Lisa
Machine-Learning Prediction Model for Personalized Urinary … Tract Infection Care in Children
Description
The study will develop and implement a validated … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring … Investigator(s)
McCulloch, Michael
Porter, Michael
Identifying Sepsis Phenotypes Associated
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digital.ahrq.gov/population/physician-assistant
January 01, 2023 - Machine-Learning Prediction Model for Personalized Urinary Tract Infection Care in Children
Description … children, aiming to reduce the significant health and economic impacts of VUR and recurrent febrile urinary … tract infections (fUTIs) by standardizing practices, minimizing unnecessary procedures, and ensuring
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017244-thomas-final-report-2010.pdf
January 01, 2010 - Pneumonia, decompensated heart
failure, urinary tract infection and acute renal failure were most often … tract infection/pyelonephritis (5.2%) and acute renal failure
(4.7%). … Diagnoses Total (n=212)*
Pneumonia 14 (6.6%)
Decompensated Congestive Heart Failure 12 (5.7%)
Urinary … Tract Infection/Pyelonephritis 11 (5.2%)
Acute Renal Failure 10 (4.7%)
Spinal cord compression or … tract infection do not typically
represent “diagnostic dillemas” of medicine.
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digital.ahrq.gov/sites/default/files/docs/publication/r01hs014947-porter-final-report-2007.pdf
January 01, 2007 - listing a tailored action plan for evaluation and
treatment appropriate to a single diagnostic category: urinary … tract infection (UTI), otitis media
(OM), chronic asthma, and acute head trauma. … An ADE was defined as an event associated with
patient harm from exposure to a drug. … current
evidence regarding best practice for four specific conditions: head trauma, otitis media, urinary … tract infection (UTI), and asthma.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs022889-matthews-final-report-2021.pdf
January 01, 2021 - Personally identifiable
information associated with the codes was stored in a separate database from … content presentation was specified in a custom XML-based module
description language together with associated … of bed if unable to fall asleep; limiting naps and nap times); usual
sleep-wake schedule; behaviors associated … Those with urinary frequency included their BT plan in their SMART goal. … Design and validation of a new
screening instrument for lower urinary tract dysfunction: the Bladder
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digital.ahrq.gov/sites/default/files/docs/publication/r03hs018795-balasubramanian-final-report-2012.pdf
January 01, 2012 - tract infections, hyperlipidemia,
coronary artery disease and otitis. … observed chronic conditions
in patients included hypertension, depression, diabetes, osteoporosis, urinary … tract infections,
hyperlipidemia, coronary artery disease and otitis. … This was done using the diagnoses codes
associated with patient visits. … First, the patients are sorted in decreasing order of the number of diagnoses
associated with each
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs021261-shapiro-final-report-2018.pdf
January 01, 2018 - ED visits
had increased to 141.4 million, with 45.1 visits per 100 persons.(10) Crowding has been
associated … considered as early returns.
3) Additionally, we completed further bivariate analyses of factors associated … Examples of cases with a concerning different-site return
included an elderly patient with urinary … tract infection who was initially discharged
without antibiotics and a patient with nonspecific … Emergency department crowding is associated with poor care
for patients with severe pain.
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digital.ahrq.gov/sites/default/files/docs/page/EightSuccessStories_092810.pdf
September 01, 2010 - tract
infections after surgery (4) … 4 Twelve vendors have knowingly incorporated requirements for the five standard On-time reports and associated … tract infections (UTIs) after surgery, a
complication that can result in worsened patient outcomes … FEWER POST-ELECTIVE-SURGERY URINARY TRACT INFECTIONS OCCUR
AFTER WORKFLOW REDESIGN TO USE ELECTRONIC … Nine critical access hospitals are associated with Mercy Medical and are linked to it
through a shared