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digital.ahrq.gov/2020-year-review/research-summary/using-natural-language-processing-improve-autism-spectrum-disorder-research-and-care
January 01, 2020 - Spectrum Disorder Research and Care
Applying algorithms on free text in electronic health records can identify … The importance of this research is that the earlier you identify ASD, the earlier you can provide treatments … If you identify ASD at 5 years old, compared to 3-1/2 years old, it's a big difference. … to improve ASD research
The team developed and evaluated natural language processing algorithms to identify
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digital.ahrq.gov/ahrq-funded-projects/improving-technology-innovation-medicaid-programs
January 01, 2023 - Publications
By directly engaging Medicaid medical directors and clinician thought leaders to identify … workshop entitled “Workshop to Inform Technology Innovation and Research for Medicaid Programs” to identify … The specific aims of the research are as follows:
Identify promising innovation and research strategies … In the first part of the workshop, participants will be guided through brainstorming sessions to identify
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digital.ahrq.gov/ahrq-funded-projects/predictive-modeling-social-needs-emergency-department-settings
January 01, 2024 - Research Story
Using predictive modeling and clinical decision support tools to identify … Identify ED providers’ and patients’ perceptions of screening for unmet social needs using predictive … enhance previously developed and validated predictive models, and conduct a retrospective analysis to identify … Machine Learning Digital Tools
Using predictive modeling and clinical decision support tools to identify … Using predictive models to identify people with unmet social needs
Dr.
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/andre-b-et-al-2008
January 01, 2008 - The aim of this review is to identify the main challenges to the introduction of computer technology … in health care and to identify what kinds of factors may promote or hamper the implementation process … Objective
"To identify the main challenges to the introduction of computer technology in health care … and to identify what kinds of factors may promote or hamper the implementation process."
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digital.ahrq.gov/ahrq-funded-projects/open-act-tracking-health-care-team-response-ehr-asynchronous-alerts
January 01, 2023 - This followup project was funded to identify factors related to timely opening of alerts, describe the … The specific aims of the project were as follows:
Identify contextual factors, types of alerts, and … Identify contextual factors, types of alerts, and characteristics of providers, patients, and hospital … Use of electronic health record access and audit logs to identify physician actions following noninterruptive … Use of electronic health record access and audit logs to identify physician actions following noninterruptive
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digital.ahrq.gov/ahrq-funded-projects/developing-and-evaluating-online-education-improve-older-adults-health/annual-summary/2012
January 01, 2012 - including seniors, are turning to the Internet for information about health care, it can be difficult to identify … The program aimed to improve older adults’ ability to identify high-quality health Web sites and to promote … The project team conducted focus groups to identify older adults’ preferences for online learning about … users of each of the two programs documented differences in participants’ knowledge of and ability to identify … Specific Aims:
Convene focus groups to identify older adults’ preferences for online learning about
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digital.ahrq.gov/program-overview/research-stories/predictive-modeling-improve-screening-and-referral-unmet-need
January 01, 2023 - Machine Learning Digital Tools
Using predictive modeling and clinical decision support tools to identify … Using predictive models to identify people with unmet social needs
Dr. … University- Purdue University at Indianapolis are studying whether predictive modeling can accurately identify
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digital.ahrq.gov/2020-year-review/research-summary/it-is-not-just-sci-fi-using-artificial-intelligence-identify-kidney-disease
January 01, 2020 - It’s Not Just for Sci-Fi: Using Artificial Intelligence to Identify Kidney Disease
Successful development … where a provider can rapidly measure a patient’s strength and assess their speech, it is difficult to identify … creatinine (sCr) concentration and urine output, both of which may take several days to manifest and identify … We can leverage the information that we've gained over time, to identify patients who are at really high
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digital.ahrq.gov/ahrq-funded-projects/natural-language-processing-identify-and-rank-clinically-relevant-information
January 01, 2023 - Natural Language Processing To Identify and Rank Clinically Relevant Information for EHRs in the Emergency … Project Name: Natural Language Processing To Identify and Rank Clinically Relevant Information for EHRs … Artificial Intelligence , Machine Learning Population: Physician
Natural Language Processing to Identify … Natural Language Processing to Identify and Rank Clinically Relevant Information for EHRs in the Emergency … Project Name: Natural Language Processing To Identify and Rank Clinically Relevant Information for EHRs
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digital.ahrq.gov/ahrq-funded-projects/developing-and-evaluating-online-education-improve-older-adults-health/annual-summary/2011
January 01, 2011 - Americans, including seniors, are turning to the Internet for information about health care, the ability to identify … The program aims to improve older adults' ability to identify high-quality health Web sites and to promote … The project conducted focus groups to identify older adults' preferences for online learning about health … Specific Aims:
Convene focus groups to identify older adults' preferences for online learning about … (Upcoming)
2011 Activities: The project team conducted patient focus groups to identify older adults
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digital.ahrq.gov/ahrq-funded-projects/knowledge-engineering-decision-support-osteoporosis/annual-summary/2012
January 01, 2012 - These include information and cognitive barriers such as the failure to identify that a patient is at … risk-stratification rule and the World Health Organization’s treatment guidelines for the veteran population, and identify … Pharmacy Benefits Management Dataset, which includes records of prescriptions dispensed to veterans to identify … which involves conducting focus groups with providers and developing a series of case vignettes to identify … test the tool for optimal thresholds of absolute risk at which patients should be treated and also to identify
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digital.ahrq.gov/principal-investigator/goss-foster-r
January 01, 2023 - Using Large Language Models to Identify Social Determinants of Health to Enhance Healthcare Services … Project Name
Natural Language Processing To Identify and Rank Clinically Relevant Information for … EHRs in the Emergency Department
Natural Language Processing to Identify and … Project Name
Natural Language Processing To Identify and Rank Clinically Relevant Information for … EHRs in the Emergency Department
Natural Language Processing To Identify and
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digital.ahrq.gov/principal-investigator/weckmann-michelle
January 01, 2023 - Investigator
Weckmann, Michelle
Project Name
Using the Electronic Medical Record to Identify … Screen Patients at Risk for Delirium
Using the Electronic Medical Record to Identify … Using the Electronic Medical Record to Identify and Screen Patients at Risk for Delirium - Final Report … Investigator
Weckmann, Michelle
Project Name
Using the Electronic Medical Record to Identify … Screen Patients at Risk for Delirium
Using the Electronic Medical Record to Identify
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digital.ahrq.gov/principal-investigator/pratap-jayant
January 01, 2023 - Principal Investigator
Pratap, Jayant
Project Name
Using the Electronic Health Record To Identify … Suffer Last-Minute Surgery Cancellation
Using the Electronic Health Record To Identify … Using the Electronic Health Record To Identify Children Likely To Suffer Last-Minute Surgery Cancellation … Principal Investigator
Pratap, Jayant
Project Name
Using the Electronic Health Record To Identify … Suffer Last-Minute Surgery Cancellation
Using the Electronic Health Record To Identify
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digital.ahrq.gov/ahrq-funded-projects/machine-learning-health-system-integrate-care-substance-misuse-and-hiv-treatment-and-prevention
August 31, 2024 - This research will develop, train, test, and evaluate an interoperable ML classifier to identify risk … A ML classifier has the potential to identify additional numbers by automating the risk screen. … follows: Develop, train, and test an ML classifier with high sensitivity (0.8) and specificity (0.8) to identify
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digital.ahrq.gov/ahrq-funded-projects/knowledge-engineering-decision-support-osteoporosis/annual-summary/2011
January 01, 2011 - Specific cognitive barriers to identifying and treating osteoporosis include failure to identify that … riskstratification rule and the World Health Organization's treatment guidelines for the veteran population, identify … and 3) the Pharmacy Benefits Management Dataset (records of prescriptions dispensed to veterans to identify … which involves conducting focus groups with providers and developing a series of case vignettes to identify
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digital.ahrq.gov/ahrq-funded-projects/improving-management-test-results-return-after-hospital-discharge
January 01, 2023 - This project developed, implemented, and evaluated the impact of a computerized tool to automatically identify … specific aims of this project were to:
Develop and implement a computerized tool to automatically identify … Providers were surveyed on how to identify the responsible provider to manage pending tests.
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digital.ahrq.gov/ahrq-funded-projects/using-electronic-data-improve-care-patients-known-or-suspected-cancer/annual-summary/2012
January 01, 2012 - This project tests the use of health information technology (IT) to identify patients for whom the diagnosis … Specific Aims:
Identify patients with cancer-related diagnostic delays using trigger-based data … for colorectal and prostate cancer, indicating that employing an electronic trigger-based program to identify
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digital.ahrq.gov/events/national-web-conference-e-prescribing-overcoming-barriers-successful-implementation
January 01, 2023 - The purpose of this specific Webinar is to identify the challenges associated with the electronic exchange … Identify successful implementation toolsets and techniques that contribute to effective e-prescribing
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digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/affinity-diagram
January 01, 2023 - organize facts, opinions, and issues into taxonomies in order to help diagnose complex problems and identify … IDENTIFY THE PROBLEM. Write out the problem so that everyone can see it.