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digital.ahrq.gov/sites/default/files/docs/page/Grannis.ppt
January 01, 2004 - Implementation of a Modern Optical Character Recognition System in a Real World Clinical Setting: Some Accuracy … a “proof of concept” system that will allow practitioners to work as they always have
Evaluate the accuracy … No Guess and review
Software set at 95% for upper and 5% for lower confidences
Evaluating OCR Accuracy … Each form processed twice by OCR software
Software’s accuracy was evaluated manually within the Verifier … ) 90/106 (84.9%)
Total 453/453 (100%) 284/336 (84.5%) 737/795 (92.7%)
More Accuracy
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psnet.ahrq.gov/issue/diagnostic-assessment-deep-learning-algorithms-detection-lymph-node-metastases-women-breast
June 27, 2018 - Artificial intelligence has the potential to improve the diagnostic process , both in terms of accuracy … June 3, 2020
Comparison of the accuracy of human readers versus machine-learning algorithms … September 24, 2017
Does time pressure have a negative effect on diagnostic accuracy?
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www.ahrq.gov/research/findings/final-reports/advisorycouncil/adcouncilapa.html
April 01, 2018 - Develop strategies to improve medication list accuracy in outpatient medical records at the clinics. … Measure medication list accuracy in outpatient medical records in the clinics.
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www.uspreventiveservicestaskforce.org/uspstf/document/evidence-summary30/speech-and-language-delay-and-disorders-in-children-age-5-and-younger-screening-july-2015
July 07, 2015 - We examined the accuracy of screening techniques and whether accuracy varies by demographic and screening … Detailed Synthesis of Evidence on Screening Accuracy
Tables 1 and 2 present accuracy statistics … We report the accuracy statistics by age group when possible. … Accuracy of Screening Instruments Used by Trained Examiners
Twelve studies examined the accuracy of … Accuracy apparently drops over time.
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psnet.ahrq.gov/issue/addressing-medicines-bias-against-patients-who-are-overweight
May 15, 2019 - February 26, 2020
Utilization of pharmacy technicians to increase the accuracy of patient … April 17, 2019
Comparative accuracy of diagnosis by collective intelligence of multiple … April 4, 2018
Is it time to move beyond errors in clinical reasoning and discuss accuracy
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digital.ahrq.gov/medical-condition/otitis-media
January 01, 2023 - Project Name
ParentLink: Better and Safer Emergency Care for Children
Accuracy … Accuracy of a computerized clinical decision-support system for asthma assessment and management. … : Better and Safer Emergency Care for Children
Description
Evaluated the completeness and accuracy
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psnet.ahrq.gov/issue/information-distortion-physicians-diagnostic-judgments
April 07, 2021 - April 7, 2021
Diagnostic accuracy of GPs when using an early-intervention decision support … April 3, 2018
Early diagnostic suggestions improve accuracy of family physicians: a randomized … March 28, 2011
Collective intelligence increases diagnostic accuracy in a general practice
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www.uspreventiveservicestaskforce.org/uspstf/document/evidence-summary3/chlamydia-and-gonorrhea-screening-september-2014
September 23, 2014 - In 2007, on the basis of studies of the effectiveness of screening, harms, and diagnostic accuracy of … A second investigator reviewed data abstraction for accuracy. … Diagnostic accuracy of nucleic acid amplification tests for gonorrhea screening in men and women. … Diagnostic accuracy of nucleic acid amplification tests for chlamydia screening in men and women. … other details the accuracy of screening in men.
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digital.ahrq.gov/ahrq-funded-projects/computer-assisted-medication-and-patient-information-interface-campii/annual-summary/2010
January 01, 2010 - A provider medication interface will be developed to improve the clarity and accuracy of the information … A full interface evaluation will compare the completeness and accuracy of medication information obtained … The team will also assess the accuracy, acceptability, time efficiency, and utility of the patient information … provider medication interface to support medication management functions. ( Ongoing )
Assess the accuracy … The planned full interface evaluation will include an assessment of the accuracy, acceptability, time
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www.uspreventiveservicestaskforce.org/home/getfilebytoken/R_cAa3AjFGQ2np_aQnzQGA
February 11, 2025 - The discriminative accuracy of risk assessment instruments to predict
fracture or identify osteoporosis … What is the diagnostic accuracy of risk assessment tools for identifying adults with osteoporosis? … Accuracy of Screening Strategies
Key Question 2a. … of risk assessment
tools and for predictive accuracy of BMD alone. … QUADAS-2: a revised tool for the
quality assessment of diagnostic accuracy studies.
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digital.ahrq.gov/sites/default/files/docs/technologies-underserved-populations-slides-02282023.pdf
February 28, 2023 - Understand that automated translation of language accuracy for
simple words is sufficient for medical … Translation
Interview 1
• Microsoft WER = 48+57 9+61
1526
0.45 Microsoft Accuracy = 1526−579− … 2
• Microsoft WER = 39+84+178
2057
0.15 Microsoft Accuracy = 2057−84−178
2057
0.87
• Google … for both processes, and about industry standard of
about 10% error rate
Study 2: Language Accuracy … Calculation Process
Results Study 1
Study 2: Language Accuracy in Full Psychiatric Interviews -RCT
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www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-patient-role4.html
September 01, 2024 - becoming active partners and leaders of their own care—has profound implications for enhancing diagnostic accuracy … This evolution not only enhances diagnostic accuracy but also builds a healthcare system that is more
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www.ahrq.gov/diagnostic-safety/resources/issue-briefs/dxsafety-ehr-impact5.html
July 01, 2024 - unstructured text, NLP streamlines the documentation process, reduces manual effort, and improves the accuracy … clinical documentation. 73 Patients play a role in both providing and reviewing data to ensure its accuracy … electronic patient portals. 74 Opportunities continue to emerge for patients to review their data to ensure accuracy
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www.ahrq.gov/news/newsroom/case-studies/ktcquips80.html
October 01, 2014 - Interventions implemented in the emergency department resulted in medication reconciliation accuracy … pharmacy also educated inpatient unit nurses about medication reconciliation, which helped improve accuracy … The facility continues to collect and report on medication reconciliation accuracy across all nursing
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psnet.ahrq.gov/issue/machine-learning-based-clinical-decision-support-system-identify-prescriptions-high-risk
May 20, 2020 - Machine learning can improve the accuracy of clinical decision support (CDS) tools. … study used data from the electronic health record (EHR) and clinical pharmacist review to test the accuracy
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psnet.ahrq.gov/issue/ed-misdiagnosis-cerebrovascular-events-era-modern-neuroimaging-meta-analysis
August 19, 2020 - This meta-analysis of diagnostic accuracy for cerebrovascular events in the emergency department found … July 8, 2022
Emergency medicine physicians' perspectives on diagnostic accuracy
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psnet.ahrq.gov/issue/use-structured-approach-and-virtual-simulation-practice-improve-diagnostic-reasoning
December 15, 2021 - educational interventions including virtual patients, medical students increased their diagnostic accuracy … April 10, 2019
Guided reflection interventions show no effect on diagnostic accuracy
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www.ahrq.gov/sites/default/files/wysiwyg/ncepcr/webinars/innovative-use-pcr-091423.pdf
September 14, 2023 - / CMC clinical care
• Aim 2: Evaluate the effectiveness of MedS@HOME on medication administration
accuracy … Overview Video
60
Aim 2
• Evaluate the effectiveness of MedS@HOME on medication
administration accuracy … ► Hypothesis: medication administration accuracy is improved with use of
MedS@HOME within networks … Evaluate MedS@HOME’s effect on primary caregiver medication
administration accuracy.
− Aim 2b. … Evaluate MedS@HOME’s effect on secondary caregiver medication
administration accuracy.
61
Research
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digital.ahrq.gov/sites/default/files/docs/page/final-eqm-report-6-21-12.pdf
May 01, 2012 - Accuracy of Measurement - Testing the accuracy
of data from EHRs for quality and safety mea-
surement … of
Measurement
Kmetik, Karen American Medical
Association
Cardio-Hit Phase II Accuracy of Measurement … • Assessing the accuracy of quality measurement, with
an emphasis on the role of EHRs. … • Accuracy of Measurement - Testing the accuracy
of data from EHRs for quality and safety measure- … In the quality measurement arena, the
accuracy of a measurement approach is often tested
on a sample
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www.uspreventiveservicestaskforce.org/home/getfilebytoken/CXDusYW7s2xdypXMpnW9sw
June 20, 2023 - OBJECTIVE To review the benefits and harms of screening and treatment for anxiety and the
accuracy of … DATA EXTRACTION AND SYNTHESIS One investigator abstracted data; a second checked
accuracy. … Both screening instruments had adequate accuracy for detecting generalized anxiety
disorder (eg, across … For KQ2 (test accuracy), diagnostic accuracy studies of a priori–
specified screening tools were included … Accuracy of Screening
KQ2.