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Showing results for "identify".

41. Identifying Sepsis Phenotypes Associated with Antibiotic-Resistant Pathogens Using Large Language Models and Machine Learning | Digital Healthcare Research
    digital.ahrq.gov/ahrq-funded-projects/identifying-sepsis-phenotypes-associated-antibiotic-resistant-pathogens-using
    January 01, 2025 - specific aims of the research are as follows: Apply large language models (LLMs) to clinical notes to identify … Identify phenotypes of suspected sepsis for whom the negative impact of overly broad early antibiotic … By leveraging artificial intelligence to analyze EHR data, the study will identify patterns in antibiotic

42. Using Natural Language Processing to Improve Autism Spectrum Disorder Research and Care | Digital Healthcare Research
    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

43. Predictive Modeling for Social Needs in Emergency Department Settings | Digital Healthcare Research
    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.

44. Andre B et al. 2008 "Experiences with the implementation of computerized tools in health care units: a review article." | Digital Healthcare Research
    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."

45. Open & Act: Tracking Health Care Team Response to EHR Asynchronous Alerts | Digital Healthcare Research
    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

46. Developing and Evaluating Online Education to Improve Older Adults’ Health Information - 2012 | Digital Healthcare Research
    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

47. It’s Not Just for Sci-Fi: Using Artificial Intelligence to Identify Kidney Disease | Digital Healthcare Research
    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

48. Natural Language Processing To Identify and Rank Clinically Relevant Information for EHRs in the Emergency Department | Digital Healthcare Research
    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

49. Knowledge Engineering for Decision Support in Osteoporosis - 2012 | Digital Healthcare Research
    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

50. Developing and Evaluating Online Education to Improve Older Adults Health Information - 2011 | Digital Healthcare Research
    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

51. Predictive Modeling to Improve Screening and Referral for Unmet Need | Digital Healthcare Research
    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

52. Supplier, Inputs, Process, Outputs, Customer | Digital Healthcare Research
    digital.ahrq.gov/health-it-tools-and-resources/evaluation-resources/workflow-assessment-health-it-toolkit/all-workflow-tools/sipoc
    January 01, 2023 - Uses To identify important components of a project from the beginning. … IDENTIFY THE PROCESS. 2. … IDENTIFY THE PROCESS OUTPUTS and record them. 5. IDENTIFY THE USERS. Record them separately. 6. … IDENTIFY THE INPUTS required for the process. Record them separately. 7. … IDENTIFY THE INPUTS’ "SUPPLIERS". Record them separately. 8.

53. Goss, Foster R. | Digital Healthcare Research
    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

54. Weckmann, Michelle | Digital Healthcare Research
    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

55. A Machine Learning Health System to Integrate Care for Substance Misuse and HIV Treatment and Prevention Among Hospitalized Patients | Digital Healthcare Research
    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

56. Knowledge Engineering for Decision Support in Osteoporosis - 2011 | Digital Healthcare Research
    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

57. Using Electronic Data to Improve Care of Patients With Known or Suspected Cancer - 2012 | Digital Healthcare Research
    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

58. Improving Management of Test Results that Return After Hospital Discharge | Digital Healthcare Research
    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.

59. Pratap, Jayant | Digital Healthcare Research
    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

60. A National Web Conference on E-prescribing: Overcoming Barriers With Successful Implementation Techniques | Digital Healthcare Research
    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