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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 … the potential to allow for more timely interventions prior to suicide attempts among military service … Develop an SI/SA cross-sectional and longitudinal risk data-visualization profile for clinicians. … care to assist providers in screening, evaluation, and intervention. … This research will improve risk-prediction tools for military service members and veterans SI/SA, bringing
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digital.ahrq.gov/organization/university-illinois-urbana-champaign
January 01, 2022 - 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 … 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/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/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/principal-investigator/gao-xiaotian
January 01, 2022 - 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, 2022 - 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/principal-investigator/chiu-chung-yi
January 01, 2022 - 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/population/military-service-member
January 01, 2022 - 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/location/usa-il-urbana
January 01, 2022 - 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/docs/adult-depression-qas-06152022.pdf
June 15, 2022 - Does your study also embody the interventions utilized
per score or risk profile? … We are not doing suicide assessments because of the potential liability. … QUESTION: During population screening and monitoring, are there any items that might require immediate … Plans for
follow-up will be automated messages back to patients if high risk for suicide. … Providers were very enthusiastic about depression
screening, but there were concerns about additional
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digital.ahrq.gov/sites/default/files/docs/citation/u19hs021093-lambert-final-report-2017.pdf
January 01, 2017 - screening.
2. … the
risks and benefits of drugs on self-harm. … The effect of many
medications on suicide risk is intensely debated. … Analysis of suicide attempts and self-harm for 949 drugs revealed 9 drugs associated with increased risk … risk.
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digital.ahrq.gov/ahrq-funded-projects/pharmaceutical-safety-tracking-phast-managing-medications-patient-safety
January 01, 2022 - With known risks of suicidality and manic activation, close monitoring of these individuals is critical … On average, those families randomized to the PhaST arm received approximately seven IVR screening calls … During the calls, respondents were asked eight screening questions that focused on potential side effects … Rockville, MD: Agency for Healthcare Research and Quality, 2012. … Rockville, MD: Agency for Healthcare Research and Quality. November 2009.
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digital.ahrq.gov/sites/default/files/docs/citation/r01hs023383-mccarty-final-report-2020.pdf
January 01, 2020 - having thoughts of
harming themselves in the past 2 weeks and thoughts of killing themselves or prior suicide … on counseling for each category of risk
behaviors: high risk and moderate risk, controlling for the … Adolescent behavioral risk screening and use of health
services. … Screening for Primary Care: A Qualitative Study. … Screening for Primary Care: A Qualitative Study.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs020997-ozer-final-report-2014.pdf
January 01, 2014 - Results: We developed Health e-Check, an iPad screening module covering multiple behavioral
risk areas … Depression is a
major risk factor for suicide, the third leading cause of death among adolescents. … The goal of the module is to 1)
facilitate initial screening/risk assessment in health care settings … The screening/risk assessment component of the computerized module focused on multiple
behavioral areas … We also provided ongoing feedback to both
clinics on screening rates across adolescent risk behaviors
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digital.ahrq.gov/sites/default/files/docs/citation/implementation-guide.pdf
December 01, 2018 - low risk for opioid abuse or
diversion. … Patient’s risk screenings that are relevant to pain management with their
overall scores and dates for … the patient and risk factors for opioid therapy. … Intervention “Risk
Considerations”
A contextual category that lists additional risks not expressed … Decision aids for people facing health treatment
or screening decisions.
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs021769-anderson-final-report-2016.pdf
January 01, 2016 - Additional items to screen for increased suicide risk were also included. … for a
suicide attempt. … Suicide mortality among patients treated for depression in an
insured population. … Implications for screening. Archives of Family Medicine. 1995;4(10):857-861.
27. … Patient health questionnaire
depression scale as a suicide screening instrument in depressed primary
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digital.ahrq.gov/sites/default/files/docs/citation/cds-connect-year3-final-report-2019.pdf
January 01, 2019 - about the risks for
developing diabetes and how to reduce those risks; (2) information on the role diabetes … Risk Screening
Order Set VHA
Structured
04/27/2018
Mental Health: Suicide Risk Assessment
Documentation … mental-health-iraq-afghanistan-post-deployment-screen-documentation-template
https://cds.ahrq.gov/cdsconnect/artifact/mental-health-positive-suicide-risk-screening-order-set … https://cds.ahrq.gov/cdsconnect/artifact/mental-health-positive-suicide-risk-screening-order-set
https … ://cds.ahrq.gov/cdsconnect/artifact/mental-health-suicide-risk-assessment-documentation-template
https
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digital.ahrq.gov/sites/default/files/docs/citation/r21hs024738-gance-cleveland-final-report-2019.pdf
January 01, 2019 - interventions for each level are outlined for each risk/protective factor in Table 1. … Patient risk categories were assigned either low, medium or
high risk based on their individual screening … There were 11 instances of High risk, five for
protective factors, four for weight status and 2 for … Summary of Screening Risk Factors by Category
Risk Level Emotional
Health
Weight Status Substance … Promoting patient understanding of risks and provider confidence in counseling on the risk and
protective
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digital.ahrq.gov/sites/default/files/docs/CDS%20to%20MonitorImprove%20PopHealth+Nov%2018_Final.pdf
January 01, 2018 - measures that matter
• People at increased risk of CVD who are taking
aspirin – 33%
• People with … Bear also
selects the “LDL
control (high
risk)” alert, which
displays the
order set for high
LDL … Geocoding
•Analysis
A t-risk … implementation)
• Violence (IPV screening and follow up adequate in our system)
• Socioeconomic status … measures-
control
• Behavioral Health
• Depression
• HIV
• Alcohol Use
• Intimate Partner
Violence
• Suicide
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digital.ahrq.gov/sites/default/files/docs/citation/cds-artifact-enhancement.pdf
December 01, 2018 - the need to evaluate for risk
factors prior to initiating opioid
therapy. … Risk factors outlined in the
guideline include: depression,
anxiety, substance use disorder,
suicide … Implementation Decision: Add
logic to evaluate for evidence of
encounter diagnosis for “Risk
factor … Note: The same approach was not
taken for the STarT Back
Screening Tool, since that has nine … MITRE did
this for the PEG and STarT Back screening tools and anticipates that LOINC codes to express