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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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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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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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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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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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digital.ahrq.gov/sites/default/files/docs/page/Idaho_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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digital.ahrq.gov/ahrq-funded-projects/identification-patients-low-life-expectancy
January 01, 2023 - Determine whether a combination of artificial intelligence technology Dynamic Logic and NLP improves accuracy … Accuracy of the algorithm was significantly improved with algorithm optimization methods and data normalization … Pulling information from provider notes significantly increased accuracy.
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digital.ahrq.gov/principal-investigator/post-lori
January 01, 2023 - of the Emergency Department Geriatric Readmission Assessment at Yale (ED GRAY): Part 2, prognostic accuracy … of the Emergency Department Geriatric Readmission Assessment at Yale (ED GRAY): Part 2, Prognostic Accuracy
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digital.ahrq.gov/research-method/chart-review
January 01, 2023 - Project Name
Tools for Optimizing Medication Safety (TOP-MEDS)
NLP to Improve Accuracy … NLP to Improve Accuracy and Quality of Dictated Medical Documents - Final Report. … Principal Investigator
Zhou, Li
Project Name
NLP to Improve Accuracy and Quality of Dictated
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digital.ahrq.gov/program-overview/research-stories/engaging-empowering-patients
January 01, 2023 - Studying the Accuracy of Symptom-Checker App in Diagnosing Strokes in a Real-World Setting Rigorously … evaluating a popular, patient-facing symptom-checker app will improve understanding around app safety, accuracy
-
digital.ahrq.gov/ahrq-funded-projects/exploring-clinically-relevant-image-retrieval-diabetic-retinopathy-diagnosis/annual-summary/2012
January 01, 2012 - Maximizing the efficiency and accuracy of assessing DR could help prevent vision disabilities and their … Preliminary Impact and Findings: Classification accuracy is the performance measure used to assess the … Li reports that the classification accuracy for his algorithm is 87 percent. … The highest classification accuracy reported in the literature is 75 percent, and most are closer to
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digital.ahrq.gov/ahrq-funded-projects/computer-assisted-medication-and-patient-information-interface-campii/annual-summary/2011
January 01, 2011 - A provider medication interface was 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 research team will also assess the accuracy, acceptability, efficiency, and utility of the patient … (Achieved)
Assess the accuracy, acceptability, time efficiency, and utility of the information interface
-
digital.ahrq.gov/principal-investigator/chaudhry-rajeev
January 01, 2023 - Chaudhry, Rajeev
Improving the accuracy of a clinical decision support … Improving the accuracy of a clinical decision support system for cervical cancer screening and surveillance
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digital.ahrq.gov/ahrq-funded-projects/computer-assisted-medication-and-patient-information-interface-campii
January 01, 2023 - Assess the accuracy, acceptability, time efficiency, and utility of the information interface for both … paper methods and compared favorably with the medical chart and comprehensive interview for medication accuracy … team concluded that use of the tool can improve care for patients with diabetes and improve provider accuracy
-
digital.ahrq.gov/ahrq-funded-projects/cloud-care-feasibility-study-cloud-based-care-plans-children-medical-complexity
January 01, 2024 - associations between Cloud Care usage and patient- and family-centered outcomes and medication list accuracy … While the researchers had planned to collect medication accuracy data and to collect data at 9- and 15 … Acceptability, which considered completeness, accuracy, and usefulness of information, was mixed among
-
digital.ahrq.gov/ahrq-funded-projects/hopscore-electronic-outcomes-based-emergency-triage-system
January 01, 2023 - Emergency Triage System Document Type: Journal Publication Research Method: Systematic Review
Accuracy … Accuracy of emergency department triage using the Emergency Severity Index and independent predictors … Quantitative , Retrospective Technology: Clinical Decision Support System Population: Adults
Accuracy … Accuracy and reliability of emergency department triage using the emergency severity index: an international
-
digital.ahrq.gov/document-type/letter
January 01, 2023 - Letter
Accuracy of electronic health record food insecurity, housing … Accuracy of electronic health record food insecurity, housing instability, and financial strain screening
-
digital.ahrq.gov/ahrq-funded-projects/improving-outpatient-medication-lists-using-temporal-reasoning-and-clinical
January 01, 2023 - non-structured sources; however, few projects have examined the use of NLP as a method for improving the accuracy … MTERMs was noted to function with high accuracy, with an F-measure of 90.6 for free-text notes, and 94.0 … The F-measure is a measure of a test’s accuracy in which the highest score is 100.
-
digital.ahrq.gov/sites/default/files/ahrq-dhr-2023-year-in-review-at-a-glance.pdf
January 01, 2023 - and
Empowering Patients
Story Title Impact Statement Principal Investigator(s) Type
Studying the Accuracy … evaluating a popular, patient-facing
symptom-checker app will improve understand-
ing around app safety, accuracy … College of
Medicine
Emerging
https://digital.ahrq.gov/program-overview/research-stories/studying-accuracy-symptom-checker-app-diagnosing-strokes-real … https://digital.ahrq.gov/program-overview/research-stories/studying-accuracy-symptom-checker-app-diagnosing-strokes-real … https://digital.ahrq.gov/program-overview/research-stories/studying-accuracy-symptom-checker-app-diagnosing-strokes-real
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digital.ahrq.gov/principal-investigator/meguid-robert
January 01, 2023 - Comparison of accuracy of prediction of postoperative mortality and morbidity between a new, parsimonious … Comparison of accuracy of prediction of postoperative mortality and morbidity between a new, parsimonious