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digital.ahrq.gov/principal-investigator/chiu-chung-yi
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/population/military-service-member
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/location/usa-il-urbana
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/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, 2023 - 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/program-overview/research-reports/2023-year-review/research-themes-and-findings
January 01, 2023 - Decision Support Completed Use of EHR-Embedded Tools To Improve Screening for Intimate Partner Violence … Them Leveraging Machine Learning to Assess Risk Emerging Using Machine Learning for Military Service … Members and Veterans at Risk for Suicide Using Patient-Reported Outcomes to Improve Care Delivery Completed … The COVID-19 ED return screening tool has the potential to improve morbidity and mortality from COVID … making tool that visually displays, to patients and providers, information on the potential interaction risks
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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/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/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/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
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digital.ahrq.gov/sites/default/files/docs/publication/health-it-and-mental-health-final-report.pdf
January 01, 2015 - For example, he can foresee a
watch or phone sending you the message, “You’re at risk.” … The
BRID screening tool includes training exercises for the phone, computer, or other device. … emotional reactivity poses risk for
coronary artery disease. … • Population-based screening for cases or specific issues like suicide that existing systems
aren … Strategy: Use Web-based tools to prevent suicide, build resiliency, and enable access to
care.
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digital.ahrq.gov/ahrq-funded-projects/current-health-it-priorities/clinical-decision-support-cds/chapter-1-approaching-clinical-decision/section-4-types-cds-interventions
June 14, 2021 - and current medications
Health risk appraisal
Clinician patient assessment forms
Inpatient … is given
Critical lab test result notification
High-risk medication, such as chemotherapy agent … factors
Wellness management, for example, alert for patient needing flu shot
Risk Management, for … example, alert to document patient risk factor and/or obtain consults/interventions to address documented … risk for suicide, physical abuse, falls, nutrition or smoking-related problems, etc.
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digital.ahrq.gov/sites/default/files/docs/page/health_it_as_a_means__not_an_end__how_health_it_supports_broad_quality_improvement_for_medicaid_and_chip_beneficiaries_5.pdf
March 29, 2010 - Low-risk First Birth Women
Patient Experience HEDIS CAHPS Survey of Patient Experience
Patient Experience … using standardized screening tools for potential delays in social and emotional development (ABCD) … Prevention Annual dental visit
Prevention Child and adolescent Major Depressive Disorder (MDD)—suicide … risk assessment
Prevention Chlamydia screening 16-20 females
Prevention Total EPSDT eligibles who … treatment services
Safety Pediatric catheter associated blood stream infection rates (ICU and high risk
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digital.ahrq.gov/sites/default/files/docs/publication/r18hs017829-druss-final-report-2012.pdf
January 01, 2012 - medical deaths (i.e. excluding suicides and accidental deaths) are between 1.5 and 3 times the
rate … Relative risk of cardiovascular and cancer
mortality in people with severe mental illness from the … Connecting for Health. … Presentation given for the
Agency for Healthcare Research and Quality National
Resource Center for … Presentation given for the Agency for
Healthcare Research and Quality National Resource Center
for
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digital.ahrq.gov/sites/default/files/docs/citation/u18hs026154-crane-final-report-2023.pdf
January 01, 2023 - However, we found age-
based approaches to screening for frailty among PWH worked poorly. … Models and performance for various screening tools to identify who to screen for frailty
Model
ROC … for frailty
(95% CI)
Sensitivity Specificity % to screen
Current screening guidelines
(Everyone … Development of Frail RISC-HIV: a Risk Score for Predicting
Frailty Risk in the Short-term for Care of … Development of Frail RISC-HIV: a risk score for
predicting frailty risk in the short-term for care of