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Total Results: 514 records

Showing results for "accuracy".

61. Exploring Clinically-relevant Image Retrieval for Diabetic Retinopathy Diagnosis - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs019792-li-final-report-2014.pdf
    January 01, 2014 - different eye care providers have different abilities in assessing diabetic retinopathy, and their accuracy … Thus maximizing the efficiency and accuracy of detecting DR and assessing its severity level can improve … Mean accuracy of various methods. The dataset consists of 425 images. … Mean accuracy at k-th rank denotes the percentage of relevant images retrieved at that particular rank … Table 2 is for the mean accuracy and P@k metric, and Table 3 for ≥k hit-rate. 10

62. Improving Electronic Inpatient Progress Notes Using Voice: Results from the VGEENS Project (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs023631-payne-amia-poster-2017.pdf
    January 01, 2017 - Note accuracy was not assessed, but highly similar physical examinations in successive days’ notes raise … questions of accuracy. … excessive documentation time requirements and declining note quality, and may also improve progress note accuracy … apply NLP and decision support sooner than when notes are typed later in the day, and to improve note accuracy

63. A National Web Conference on Improving Health IT Safety through the Use Natural Language Processing to Improve Accuracy of EHR Documentation - Q&As (pdf file)
    digital.ahrq.gov/sites/default/files/docs/improving-hit-safety-qa-020717.pdf
    February 07, 2017 - Web Conference on Improving Health IT Safety through the Use Natural Language Processing to Improve Accuracy … Conference on Improving Health IT Safety Through the Use of Natural Language Processing to Improve Accuracy … completely new note text is more accurate and complete than reused text that has been reviewed for accuracy … Hopefully by studying the errors, we can find more efficient ways to improve the accuracy. … Accuracy of EHR Documentation Questions and Answers February 7, 2017 Additional Q&A Addressed

64. Across the Health Care System | Digital Healthcare Research
    digital.ahrq.gov/care-setting/across-health-care-system
    January 01, 2023 - and evaluated strategies to improve patient matching of health data from disparate sources improving accuracy … HS022789 Principal Investigator(s) Edmunds, Margaret NLP to Improve Accuracy

65. Clinical Decision Support Services | Digital Healthcare Research
    digital.ahrq.gov/funding-mechanism/clinical-decision-support-services
    January 01, 2023 - Middleton, Blackford Project Name Clinical Decision Support Consortium Accuracy … Accuracy of a computerized clinical decision-support system for asthma assessment and management.

66. Mehr, David | Digital Healthcare Research
    digital.ahrq.gov/principal-investigator/mehr-david
    January 01, 2023 - Ambulatory Chronic Disease Care A diabetes dashboard and physician efficiency and accuracy … A diabetes dashboard and physician efficiency and accuracy in accessing data needed for high-quality

67. Anesthesiology Control Tower: Feedback Alerts to Supplement Treatment (ACTFAST) | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/anesthesiology-control-tower-feedback-alerts-supplement-treatment-actfast
    January 01, 2023 - Story Using algorithms can predict postoperative adverse outcomes with a high degree of accuracy … indicated that the algorithms were able to predict postoperative adverse outcomes with a high degree of accuracy … Algorithms were able to predict postoperative adverse outcomes with a high degree of accuracy.

68. Rural Community Partnerships - Electronic Medical Record (EMR) Implementation Project - 2008 | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/rural-community-partnerships-electronic-medical-record-emr-implementation/annual-summary/2008
    January 01, 2008 - 18 rural primary and specialist care practices managed by MHP and MHCP via MVRMC to improve medical accuracy … problem lists being documented completely and accurately indicated a marked improvement in presence and accuracy … In these cases, there was a decrease seen in documentation completeness and accuracy for the patient

69. Office Staff | Digital Healthcare Research
    digital.ahrq.gov/population/office-staff
    January 01, 2023 - Use of simulation based on an electronic health records environment to evaluate the structure and accuracy … Use of simulation based on an electronic health records environment to evaluate the structure and accuracy

70. Cervical Cancer | Digital Healthcare Research
    digital.ahrq.gov/medical-condition/cervical-cancer
    January 01, 2023 - Cervical Cancer Improving the accuracy of a clinical decision support … Improving the accuracy of a clinical decision support system for cervical cancer screening and surveillance

71. Kaushal, Rainu | Digital Healthcare Research
    digital.ahrq.gov/principal-investigator/kaushal-rainu
    January 01, 2023 - Health Information Technology (Health IT) with Health Information Exchange (HIE) Accuracy … Accuracy of electronically reported "meaningful use" clinical quality measures: a cross-sectional study

72. Guidelines Into Decision Support (GLIDES) | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/guidelines-decision-support-glides
    January 01, 2023 - Study Technology: Clinical Decision Support System , Computerized Provider Order Entry System Accuracy … Accuracy of a computerized clinical decision-support system for asthma assessment and management.

73. Computer Assisted Medication and Patient Information Interface (CAMPII) - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs018236-ziemer-final-report-2012.pdf
    January 01, 2012 - . § Assessed interface accuracy, acceptability, perceived time efficiency, and utility from provider … Specific Aim 3 – Full interface evaluation: The team will assess the accuracy, acceptability, time … Team will evaluate the completeness and accuracy of the medication information obtained by traditional … The APhA form was statistically worse at 13% list accuracy. … Used as a pre-visit tool, it should improve accuracy and efficiency of provider histories.

74. ML-ROVER: Machine Learning to Reduce Laboratory Test Overutilization | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/ml-rover-machine-learning-reduce-laboratory-test-overutilization
    August 01, 2024 - train ML models on the PDC’s multicenter EHR dataset to predict lab results, targeting over 90 percent accuracy … Prospective evaluations at two sites will confirm the model’s accuracy and assess its impact on reducing

75. Enabling Large-Scale Research on Autism Spectrum Disorders Through Automated Processing of EHR Using Natural Language Understanding - Final Report (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs024988-leroy-final-report-2020.pdf
    January 01, 2020 - However, our datasets is small and results were poor (70.0% accuracy). … ) and NN (82.5% accuracy). … This model gave predictive accuracy of 83.3%, precision of 86.1%, recall of 80.6%, and overall F1 of … accuracy, the greatest margin in this work. … The ensemble model improved accuracy for every feature set with three exceptions.

76. Health IT Evaluation Toolkit and Evaluation Measures Quick Reference Guides | Digital Healthcare Research
    digital.ahrq.gov/health-it-evaluation-toolkit
    January 01, 2023 - Improved Accuracy of Coding ( PDF , 100 KB): Monitoring the use of current procedural terminology (CPT … can help organizations determine whether health information technology (health IT) improves coding accuracy

77. NLP-enabled decision support for cervical cancer screening and surveillance (pdf file)
    digital.ahrq.gov/sites/default/files/docs/citation/r21hs022911-chaudhry-final-report-2017.pdf
    January 01, 2017 - We then identified data required for the CDSS, developed it and tested that for accuracy. … Results: With iterative development and stratified testing we improved accuracy of the CDSS from 93.6% … We calculated the accuracy of the recommendations for both normal and abnormal test results. … , the revised system made correct recommendations to 369 patients achieving an accuracy of 93.4%. … With incremental development and error resolution we achieved 100% accuracy.

78. Dalal, Anuj K. | Digital Healthcare Research
    digital.ahrq.gov/principal-investigator/dalal-anuj-k
    September 26, 2019 - Early expected discharge date accuracy during hospitalization: A multivariable analysis. … Early expected discharge date accuracy during hospitalization: A multivariable analysis.

79. Gold, Jeffrey Allen | Digital Healthcare Research
    digital.ahrq.gov/principal-investigator/gold-jeffrey-allen
    January 01, 2023 - Use of simulation based on an electronic health records environment to evaluate the structure and accuracy … Use of simulation based on an electronic health records environment to evaluate the structure and accuracy

80. Singh, Hardeep | Digital Healthcare Research
    digital.ahrq.gov/principal-investigator/singh-hardeep
    January 01, 2023 - Health Information Technology Settings Payment innovations to improve diagnostic accuracy … Payment innovations to improve diagnostic accuracy and reduce diagnostic error.