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S. M. Shortreed All authors
About
Publications While At HealthPartners
Highlights
selected publications
Journal Article
  • Inference on summaries of a model-agnostic longitudinal variable importance trajectory with application to suicide prevention. 
    The annals of applied statistics. 2026
  • Validation of a self-harm prediction model in black youth seeking outpatient mental health care. 
    American Journal of Epidemiology. 2026
  • Validation of a self-harm prediction model in black youth seeking outpatient mental health care. 
    American Journal of Epidemiology. 2026
  • Clozapine use among people with psychotic disorders who experience specific indications for clozapine. 
    Journal of Clinical Psychiatry. 2024
  • Importance of variables from different time frames for predicting self-harm using health system data. 
    Journal of biomedical informatics. 2024
  • Predicting suicide death after emergency department visits with mental health or self-harm diagnoses. 
    General Hospital Psychiatry. 2024
  • Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction. 
    NPJ digital medicine. 2023
  • Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events. 
    Journal of the American Medical Informatics Association. 2022
  • Effect of offering care management or online dialectical behavior therapy skills training vs usual care on self-harm among adult outpatients with suicidal ideation: a randomized clinical trial. 
    JAMA. 2022
  • Machine learning prediction of suicide risk does not identify patients without traditional risk factors. 
    Journal of Clinical Psychiatry. 2022
  • Evaluation of electronic health record-based suicide risk prediction models on contemporary data. 
    Applied Clinical Informatics. 2021
  • Predicting suicide attempts and suicide deaths among adolescents following outpatient visits. 
    Journal of Affective Disorders. 2021
  • Utility of item 9 of the patient health questionnaire in the prospective identification of adolescents at risk of suicide attempt. 
    Suicide and Life-Threatening Behavior. 2021
  • Assessing and minimizing re-identification risk in research data derived from health care records. 
    EGEMS (Washington, DC). 2019
  • Predicting suicide attempts for racial and ethnic groups of patients during routine clinical care. 
    Suicide and Life-Threatening Behavior. 2019
  • Principles and procedures for data and safety monitoring in pragmatic clinical trials. 
    Trials. 2019
  • Self-reported suicidal ideation as a predictor of suicidal behavior among outpatients with diagnoses of psychotic disorders. 
    Psychiatric Services. 2019
  • What health records data are required for accurate prediction of suicidal behavior?. 
    Journal of the American Medical Informatics Association. 2019
  • Does patient adherence to antidepressant medication actually vary between physicians?. 
    Journal of Clinical Psychiatry. 2018
  • Predicting suicide attempts and suicide deaths following outpatient visits using electronic health records. 
    American Journal of Psychiatry. 2018
  • Antidepressant use by youth with minimal or mild depression: evidence from 3 health systems
    2017
  • Between-visit changes in suicidal ideation and risk of subsequent suicide attempt. 
    Depression and Anxiety. 2017
  • The impact of race and ethnicity on rates of return to psychotherapy for depression. 
    Depression and Anxiety. 2017
  • Antidepressant adherence across diverse populations and healthcare settings. 
    Depression and Anxiety. 2016
  • Population-based outreach versus care as usual to prevent suicide attempt: study protocol for a randomized controlled trial. 
    Trials. 2016
  • Risk of suicide attempt and suicide death following completion of the Patient Health Questionnaire depression module in community practice. 
    Journal of Clinical Psychiatry. 2016
  • Antidepressants are not overprescribed for mild depression. 
    Journal of Clinical Psychiatry. 2015
    • Conference Poster
  • Population-based outreach vs usual care to prevent suicide attempt: study protocol for a randomized clinical trial [poster]
    2017
    • Abstract
  • Antidepressant adherence across diverse populations and health care settings [abstract]. 
    Journal of patient-centered research and reviews. 2016
    • presentations
    Contact
    full name
  • S. M. Shortreed
    • Quick Info
    Publications
    Publications in the past 10 years based solely on publications while at HealthPartners. Publications in prior years appear in grey.
    Collaboration