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Total Results: 1,171 records

Showing results for "training".

101. Goals, Operators, Methods, and Selection Rules | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/goms
     January 01, 2023 - Expertise Required This tool is an advanced tool and requires formal training or education. … Requires significant training. Where can I go to learn more?

102. Balasubramanian, Hari | Digital Healthcare Research
     digital.ahrq.gov/principal-investigator/balasubramanian-hari
     January 01, 2023 - through Panel Redesign Balancing clinical experience in outpatient residency training … Balancing clinical experience in outpatient residency training.

103. 5W2H | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/5w2h
     January 01, 2023 - Expertise Required This tool is easy to use and requires little or no training. … Requires little or no training. Can be applied to any situation, process, or problem.

104. A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention among Hospitalized Patients - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs028511-held-final-report-2024.pdf
     January 01, 2024 - The final training dataset was created by annotating 1,507 unique patients who had at least … Data Sources/Collection: The training dataset was sourced from unplanned admissions to Rush University … We conducted regular interrater reliability checks and provided thorough training for annotators to … Developing a high-quality training dataset without a gold standard. 2. … Source code of binary-CNN classifier and label training dataset available upon request.

105. 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 - Descriptive statistics of training corpora and embedding Embedding Tokens Documents Words Vectorized … NN provide excellent performance but need large datasets and training is time consuming. … The training parameter from the SVM that can be informative for training the BI-LSTM is class weights … Second, we used the rule-based parser to create training data (a type of weak supervision). … Mechanisms for Automatic Training Data Labeling for Machine Learning.

106. Usability Evaluation | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/usability-evaluation
     January 01, 2023 - Evaluate results of evaluation and determine how to address findings (e.g., system redesign, training … Expertise Required Users of this tool usually have some training or experience in its use.

107. Transforming Healthcare through Patient-Generated Health Data Integration | Digital Healthcare Research
     digital.ahrq.gov/national-webinars/transforming-healthcare-through-patient-generated-health-data-integration
     January 01, 2023 - ambulatory care practices lack the technical infrastructure, functional workflows, workforce capacity, and training

108. Connecting Healthcare in Central Appalachia - 2008 | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/connecting-healthcare-central-appalachia/annual-summary/2008
     January 01, 2008 - the success of the system’s implementation has been measured through attendance and participation at training … Principal findings relative to training were positive overall and in line with other prior ARH implementations … Staff found that facilities with a full-time education coordinator had a more organized training schedule

109. Questionnaire for User Interface Satisfaction | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/questionnaire
     January 01, 2023 - Expertise Required Users of this tool usually have some training or experience in its use. … Is easy, quickly applied, and required minimal training.

110. Cognitive Walkthrough | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/cognitive-walkthrough
     January 01, 2023 - REDESIGN SOFTWARE OR INTERFACE if possible OR INCORPORATE FINDINGS IN TRAINING activities. 5. … Expertise Required This tool is easy to use and requires little or no training.

111. Telehealth Post-Pandemic: A Roadmap for the Coming Decade | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/telehealth-post-pandemic-roadmap-coming-decade
     June 29, 2025 - strategies for this important facet of care, including a lack of evidence-based best practices, telemedicine training

112. Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/r21hs024983-pratap-final-report-2019.pdf
     January 01, 2019 - Models showed good cross-campus generalizability (AUC: 0.725/0.735, when training on one site and testing … By learning from a set of training data, machine learning algorithms construct a predictive model to … Finally, all rescheduled cases (1354 surgeries, 1.6%) were identified and excluded from the training … To avoid the negative impact of rescheduled activities on model training, 1,354 and 730 examples were … As for the Liberty dataset, 29,729 examples were in the training set, while 12,703 examples were used

113. Connecting Healthcare in Central Appalachia - Final Report (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/uc1hs015182-bentley-final-report-2008.pdf
     January 01, 2008 - In the meantime preparations and training were already in progress for the third 4 … Preparations and training were carried out simultaneously at two facilities at a time. … Training was scheduled from 7 am to 7 pm every day for several weeks to assure that all training was … Training was scheduled from 7 am to 7 pm for weeks prior to go-live. … Physicians were scheduled for one-on­ one training with a schedule similar to Hazard.

114. eHealth Blood Pressure Control Program | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/ehealth-blood-pressure-control-program
     January 01, 2023 - As such, a patient navigator-training program was developed as part of the study in order to assist patients … Develop and begin to field-test a patient navigator-training program, a manual of procedures for the … patient navigators, and a measure of patient navigator adherence to the training manual.

115. Comparison of Asynchronous Telepsychiatry Alongside Synchronous Telepsychiatry in Skilled Nursing Facilities | Digital Healthcare Research
     digital.ahrq.gov/ahrq-funded-projects/comparison-asynchronous-telepsychiatry-alongside-synchronous-telepsychiatry
     May 31, 2023 - Disclaimer details Close Asynchronous telepsychiatry interviewer training … Asynchronous telepsychiatry interviewer training recommendations: A model for interdisciplinary, integrated

116. Decision Action Diagram | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/decision-action-diagram
     January 01, 2023 - Expertise Required This tool is easy to use and requires little or no training. … Easy to create, little training is required.

117. Fault Tree Analysis | Digital Healthcare Research
     digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/fault-tree-analysis
     January 01, 2023 - Expertise Required Users of this tool usually have some training or experience in its use. … Training needed to use the method quantitatively. Where can I go to learn more?

118. Health IT Hazard Manager Beta-Test Appendix C - Descriptive Analysis (pdf file)
     digital.ahrq.gov/sites/default/files/docs/citation/AppendixC_HIT_Hazard_Manager_Beta_Test.pdf
     June 16, 2021 - 7) Customer Configuration 0.9% (n=4) Customer Programming 0.2% (n=1) Testing 7.5% (n=33) Training … 4% 8% 27% 30% 5% 1% 0% 20% 40% 60% 80% 100% Percent of Hazards with Inadequate Training … following options were selected: (Multiple selections possible) Software upgrade 12.1% (n=30) Training … for End Users Percent of Hazards with Configuration Change and Training for End Users selected as … for End Users Percent of Hazards with Configuration Change and Training for End Users selected as

119. Impact of Health IT on Nurses’ Time Spent on Direct Patient Care (pdf file)
     digital.ahrq.gov/sites/default/files/docs/page/impact-of-hit-on-nurses-quick-reference-guide.pdf
     May 01, 2009 - factors from the implementation could cause changes in nurses’ work, including policy changes and training … Several training sessions may be required to ensure an adequate level of reliability; inter­rater reliability … Tasks will likely change postimplementation; therefore, training on tasks will need to occur both pre

120. AHRQ National Web Conference on Opportunities for Digital Healthcare: Lessons Learned from the COVID-19 Pandemic - Q&As (pdf file)
     digital.ahrq.gov/sites/default/files/docs/lessons-covid19-qas-07012021.pdf
     July 01, 2021 - Likewise, building on education and training programs offered by care delivery organizations and community-based … There are educational and training sessions for patients to help with literacy in general or for specific … Likewise, building on education and training programs offered by care delivery organizations and community … There are educational and training sessions fo...