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digital.ahrq.gov/ahrq-funded-projects/longitudinal-machine-learning-approach-providing-clinicians-timely-detection
September 30, 2023 - tool for both suicide ideation and suicide attempt using data visualization to show risk over time has … Using Machine Learning for Military Service Members and Veterans at Risk for Suicide
Theme: … Risk
The use of a risk-prediction tool for both suicide ideation and suicide attempt has the potential … for suicide. … clinicians to flag potential risk factors for suicide ideation and suicide attempts among military service
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digital.ahrq.gov/program-overview/research-stories/using-machine-learning-military-service-members-and-veterans-risk
January 01, 2023 - Using Machine Learning for Military Service Members and Veterans at Risk for Suicide
Theme: … Risk
The use of a risk-prediction tool for both suicide ideation and suicide attempt has the potential … for suicide. … clinicians to flag potential risk factors for suicide ideation and suicide attempts among military service … suicide ideation and suicide attempts, flagging those at higher risk.
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digital.ahrq.gov/type-care/preventive-care
January 01, 2023 - , evaluation, and timely intervention in suicide ideation and suicide attempts. … clinicians to improve quality of care for women who are at increased risk for breast cancer. … a shared decision making tool that increases appropriate screening for lung cancer, as a SMART on FHIR … discussion with at-risk patients on whether lung cancer screening is right for them. … EHR-based Screening and Intervention for Intimate Partner Violence
Description
This research
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digital.ahrq.gov/health-care-theme/us-preventive-services-task-force-recommendations
January 01, 2023 - , evaluation, and timely intervention in suicide ideation and suicide attempts. … Implementing USPSTF Recommendations for Breast Cancer Screening and Prevention by Integrating Clinical … both patients and clinicians to improve quality of care for women who are at increased risk for breast … a shared decision making tool that increases appropriate screening for lung cancer, as a SMART on FHIR … discussion with at-risk patients on whether lung cancer screening is right for them.
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digital.ahrq.gov/health-care-theme/preventive-medicine
January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … , evaluation, and timely intervention in suicide ideation and suicide attempts. … Description
This study adapted and implemented an electronic sexually transmitted infection (STI) risk … cervical cancer screening, and demonstrated improvement in overall screening and surveillance rates. … risk behaviors or patient satisfaction.
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digital.ahrq.gov/organization/university-illinois-urbana-champaign
January 01, 2023 - Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts. … Health Information
Description
This project enhanced patient notification of test results for … older adults by adding verbal, graphic, or visual enhancements to improve patient comprehension of risk
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/john-r-et-al-2007
January 01, 2007 - Development and evaluation of a PDA-based decision support system for pediatric depression screening. … Twenty percent of those screened were identified as at risk for mood disorder. … Suggestions for educational, research, and interventions to integrate clinical based PDA-based screening … risk of depression or suicide. … "Even though the [users] felt that screenings should take place in a well visit, in 8.4% of the encounters
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digital.ahrq.gov/health-care-theme/patient-centered-care
January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts. … online reading and same-day diagnostic imaging following screening mammography in breast cancer screening
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digital.ahrq.gov/program-overview/research-stories/optimizing-care-delivery-for-clinicians
January 01, 2023 - patients at risk for harm. … Use of EHR-Embedded Tools to Improve Screening for Intimate Partner Violence An intervention with … of patients identified as experiencing or at risk for experiencing domestic violence. … Using Machine Learning for Military Service Members and Veterans at Risk for Suicide The use of a risk-prediction … tool for both suicide ideation and suicide attempt has the potential to allow for more timely interventions
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017258-gardner-final-report-2010.pdf
January 01, 2010 - appeared to be much greater than the risk for suicidal
ideation and behavior (Bridge et al., 2007). … For any “yes” responses to a screening question, the PhaST nurse asked follow-up questions
to … There was one module for each of the screening questions. … has
suicidal ideation only, has a method, plan, or intent for committing suicide, engaged in
preparatory … for reported suicidal ideation and suicide attempts in
pediatric antidepressant treatment: A meta-analysis
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digital.ahrq.gov/population/veteran
January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts. … improve identification and care of men at high risk of first fracture.
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digital.ahrq.gov/type-care/behavioral-health
January 01, 2023 - symptoms in parents of infants hospitalized in the neonatal intensive care unit, identify those at risk … A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts.
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digital.ahrq.gov/care-setting/ambulatory-clinic
January 01, 2023 - those at highest risk, ultimately seeking to prevent renal injury from fUTIs. … reduce the risk of hemorrhage-related morbidity and improve maternal health outcomes. … A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts.
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digital.ahrq.gov/care-setting/veteran-affairs-medical-center
January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts. … Optimizing the Electronic Health Record for Cardiac Care
Description
This research studied
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digital.ahrq.gov/funding-mechanism/ahrq-small-research-grant-program-r03
January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts. … conducting literature searches for systematic reviews.
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digital.ahrq.gov/technology/data-visualization
January 01, 2024 - transplant success and to evaluate risk. … A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts.
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digital.ahrq.gov/sites/default/files/ahrq-dhr-2023-year-in-review-at-a-glance.pdf
January 01, 2023 - Manning
Wake Forest University Health
Sciences
Emerging
Use of EHR-Embedded Tools To
Improve Screening … identified as experiencing or at risk for
experiencing domestic violence. … patients at risk for
harm. … and Veterans at
Risk for Suicide
Research Investment: $98,820
The use of a risk-prediction tool for … both suicide
ideation and suicide attempt has the potential
to allow for more timely interventions
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digital.ahrq.gov/sites/default/files/ahrq-dhr-2023-year-in-review.pdf
January 01, 2023 - Them
Using Machine Learning for Military Service Members and Veterans at Risk for Suicide
Integrating … Clinicians
Using Machine Learning for Military Service
Members and Veterans at Risk for Suicide
The … use of a risk-prediction tool for both suicide ideation and suicide
attempt has the potential to allow … clinicians to flag potential
risk factors for suicide ideation and suicide attempts among military … suicide ideation
and suicide attempts, flagging those at higher risk.
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digital.ahrq.gov/principal-investigator/gao-xiaotian
January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts.
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digital.ahrq.gov/care-setting/military-hospital
January 01, 2023 - A Longitudinal Machine Learning Approach Providing Clinicians Timely Detection to Prevent Military Suicide … Description
This research will develop and validate a clinician-facing longitudinal risk-prediction … tool using self-reported data from US military service members and veterans, to assist clinicians in screening … , evaluation, and timely intervention in suicide ideation and suicide attempts.