Publications from MHRN and its related projects and subprojects.
- An adaptive enrichment design using Bayesian model averaging for selection and threshold-identification of predictive variables
- Type 2 Diabetes Health Care Outcomes for Patients with Alcohol Use Disorder Starting Addiction Treatment
- Safer and targeted use of antipsychotics in youth: an embedded, pragmatic randomized trial
- Assessing the Acceptability of Technology-Based Safety Planning in Primary Care
- Importance of variables from different time frames for predicting self-harm using health system data
- Means to an end: Characteristics and follow-up of emergency department patients with a history of suicide attempt via medication overdose
- Opportunities to Advance Equity Through Implementation Strategy Design
- Prevalence and trends of suspected cannabinoid hyperemesis syndrome over an 11-year period in Northern California: An electronic health record study
- Development and Validation of Electronic Health Record Measures of Safety Planning Practices as Part of Zero Suicide Implementation
- Risk of Suicidal Ideation and Behavior Following Early-Onset Idiopathic Restless Legs Syndrome Treatment
- Differentially Private Outcome-Weighted Learning for Optimal Dynamic Treatment Regime Estimation
- Using Pilot Data for Power Analysis of Observational Studies for the Estimation of Dynamic Treatment Regimes
- Characterizing patterns in police stops by race in Minneapolis from 2016 to 2021
- Management of Depression in Adults: A Review
- Brief Self-Compassion Intervention for Women of Higher Weight and Internalized Weight Bias: A Randomized Pilot Study
- Social support and the association between post-traumatic stress disorder and risk for long-term prescription opioid use
- Patient perspectives for improving treatment initiation for new episodes of depression in historically minoritized racial and ethnic groups
- Share of Adult Suicides After Recent Jail Release
- Zero Suicide International: An opportunity across Asia
- Reducing Firearm Access for Suicide Prevention: Implementation Evaluation of the Web-Based “Lock to Live” Decision Aid in Routine Health Care Encounters
- Suicide Screening, Risk Assessment, and Lethal Means Counseling During Zero Suicide Implementation
- Validation of a Multivariable Model to Predict Suicide Attempt in a Mental Health Intake Sample
- 30-year Cardiovascular Disease Risk for Young Adults with Serious Mental Illness
- Variable selection for individualised treatment rules with discrete outcomes
- On- and Off-Label Atypical Antipsychotic Prescription Trends Across a Nine-Year Period Among Adolescents Pre- to Post-COVID-19
- Characteristics of patients with non-cancer pain and long-term prescription opioid use who have used medical versus recreational marijuana
- Telehealth Collaborative Care Led by Clinical Pharmacists for People With Psychosis or Bipolar Disorder: A Propensity Weighted Comparison With Usual Psychiatric Care
- An examination of the psychometric properties of the Patient Health Questionnaire-9 (PHQ-9) in a Multiracial/ethnic population in the United States
- Ranking tailoring variables for constructing individualized treatment rules: an application to schizophrenia
- Predicting suicide death after emergency department visits with mental health or self-harm diagnoses
- Short report: Transition to International Classification of Diseases, 10th Revision and the prevalence of autism in a cohort of healthcare systems
- Reduced Disruption in Psychotherapy Visits Among Older Adults During the COVID-19 Pandemic
- The rapid shift to virtual mental health care: Examining psychotherapy disruption by rurality status
- Predicting risk of suicidal behavior from insurance claims data vs. linked data from insurance claims and electronic health records
- Development and validation of a machine learning model using electronic health records to predict trauma- and stressor-related psychiatric disorders after hospitalization with sepsis
- Post-surgical psychiatric symptoms, maladaptive eating patterns, and lifestyle behaviors associated with weight recurrence after bariatric surgery
- Baseline Characteristics From a New Longitudinal Cohort of Patients With Noncancer Pain and Chronic Opioid Use in the United States
- Racial Differences in Psychiatric Symptoms, Maladaptive Eating, and Lifestyle Behaviors After Bariatric Surgery
- Cannabis use following bariatric surgery is associated with anxiety and maladaptive eating
- Managed Care Updates of Subscriber Jail Release to Prompt Community Suicide Prevention: Clinical Trial Protocol
- Psychotherapy Disruption Before and After the Transition to Virtual Mental Health Care Induced by the COVID-19 Pandemic
- Factors Associated With Interest in Engaging in Psychological Interventions for Pain Management
- Association of opioid or other substance use disorders with health care use among patients with suicidal symptoms
- Suicide attempts after bariatric surgery: comparison to a nonsurgical cohort of individuals with severe obesity
- Pre-pregnancy weight loss associations with prenatal and postpartum mental health conditions: A retrospective cohort study
- Suicide-related care among patients who have experienced an opioid-involved overdose
- Association Between Adverse Social Determinants of Health and Suicide Death
- Incident mental health episodes after initiation of gabapentinoids vs. dopamine agonists for early-onset idiopathic restless legs syndrome
- Variable selection in high dimensions for discrete-outcome individualized treatment rules: Reducing severity of depression symptoms
- Serious Mental Illness, Glycemic Control, and Neighborhood Factors within an Urban Diabetes Cohort
- Examining sociodemographic correlates of opioid use, misuse, and use disorders in the All of Us Research Program
- Patient Perceptions of Prenatal Cannabis Use and Implications for Clinicians
- Racial-Ethnic Differences in Receipt of Past-Year Health Care Services Among Suicide Decedents: A Case-Control Study
- The interactions between host genome and gut microbiome increase the risk of psychiatric disorders: Mendelian randomization and biological annotation
- Differential Effects of an Intervention to Reduce Cardiovascular Risk for Patients With Bipolar Disorder, Schizoaffective Disorder, or Schizophrenia: A Randomized Clinical Trial
- Reframing the Key Questions Regarding Screening for Suicide Risk
- Factors associated with suicide mortality among reproductive age women: a case-control study
- NO UNMEASURED CONFOUNDING: KNOWN UNKNOWNS OR… NOT?
- Cost of Implementing an Evidence-Based Intervention to Support Safer Use of Antipsychotics in Youth
- Importance of missingness in baseline variables: A case study of the All of Us Research Program
- Diagnosed Posttraumatic Stress Disorder and Other Trauma-Associated Stress Disorders and Risk for Suicide Mortality
- STAR-Caregivers Virtual Training and Follow-up: a cultural adaptation for Latino caregivers of people with dementia
- Assessing the differential item functioning of PHQ-9 items for diverse racial and ethnic adults with mental health and/or substance use disorder diagnoses: A retrospective cohort study
- Longitudinal Changes in Liver Enzyme Levels Among Transgender People Receiving Gender Affirming Hormone Therapy
- Cardiometabolic Monitoring and Sociodemographic and Clinical Characteristics of Youths Prescribed Antipsychotic Medications
- Monte Carlo sensitivity analysis for unmeasured confounding in dynamic treatment regimes
- Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction
- Estimating individualized treatment rules in longitudinal studies with covariate-driven observation times
- Depression Treatment Initiation Among Patients With Versus Without Chronic Pain
- Effects of social deprivation on risk factors for suicidal ideation and suicide attempts in commercially insured US youth and adults
- Impact of Treatment Initiation and Engagement on Deliberate Self-Harm Among Individuals With First-Episode Psychosis
- Performance of a Prediction Model of Suicide Attempts Across Race and Ethnicity
- Using natural language processing to identify child maltreatment in health systems
- Electroconvulsive Therapy Anesthetic Choice and Clinical Outcomes
- Empirical evaluation of internal validation methods for prediction in large-scale clinical data with rare-event outcomes: a case study in suicide risk prediction
- Closing the Care Gap for People with Severe and Persistent Mental Illness: Collaborative Care, Telehealth, and Clinical Pharmacy
- Implementation of Suicide Risk Estimation Analytics to Support Mental Health Care for Quality Improvement
- Clinical implementation of suicide risk prediction models in healthcare: a qualitative study
- A Preliminary Study of Stress, Mental Health, and Pain Related to the COVID-19 Pandemic and Odds of Persistent Prescription Opioid Use
- Association Between Social Determinants of Health and Deliberate Self-Harm Among Youths With Psychiatric Diagnoses
- Patterns of Health Care Use 5 Years After an Intervention Linking Patients in Addiction Treatment With a Primary Care Practitioner
- Health Diagnoses and Service Utilization in the Year Before Youth and Young Adult Suicide
- Opioid-related variables did not improve suicide risk prediction models in samples with mental health diagnoses
- Bolstering the Business Case for Adoption of Shared Decision-Making Systems in Primary Care: Randomized Controlled Trial
- Equitable implementation of S.A.F.E. Firearm: A multi-method pilot study
- Mental health services use and depressive symptom scores among gay and bisexual men in Canada
- Cancer and psychiatric diagnoses in the year preceding suicide
- Increases in Suicide Deaths Among Adolescents and Young Adults Following US Food and Drug Administration Antidepressant Boxed Warnings and Declines in Depression Care
- Comparing the effectiveness of a brief intervention to reduce unhealthy alcohol use among adult primary care patients with and without depression: A machine learning approach with augmented inverse probability weighting
- Machine Learning Prediction of Suicide Risk Does Not Identify Patients Without Traditional Risk Factors
- The All of Us Research Program: Data quality, utility, and diversity
- Characteristics of Patients with Non-Cancer Pain and Perceived Severity of COVID-19 Related Stress
- Accuracy of ICD-10-CM encounter diagnoses from health records for identifying self-harm events
- Patient expectations of and experiences with a suicide risk identification algorithm in clinical practice
- Detecting and distinguishing indicators of risk for suicide using clinical records
- Rejoinder to “Reader reaction to 'Outcome-adaptive Lasso: Variable selection for causal inference' by Shortreed and Ertefaie (2017)”
- Are People Who Die by Intentional Medication Poisoning Dispensed Those Medications in the Year Prior to Death?
- Rejoinder to “Reader reaction to ‘Outcome-adaptive Lasso: Variable selection for causal inference’ by Shortreed and Ertefaie (2017)”
- Privacy-preserving estimation of an optimal individualized treatment rule: a case study in maximizing time to severe depression-related outcomes
- Demographic differences in willingness to share electronic health records in the All of Us Research Program
- Depression and cardiovascular risk in primary care patients
- A Stakeholder-Informed Ethical Framework to Guide Implementation of Suicide Risk Prediction Models Derived from Electronic Health Records
- Validating a predictive algorithm for suicide risk with Alaska Native populations
- Cardiovascular Risk for Patients With and Without Schizophrenia, Schizoaffective Disorder, or Bipolar Disorder
- Effect of Clinical Decision Support on Cardiovascular Risk Among Adults With Bipolar Disorder, Schizoaffective Disorder, or Schizophrenia: A Cluster Randomized Clinical Trial
- Suicide Deaths Before and During the Coronavirus Disease 2019 Pandemic: An Interrupted Time-series Study
- 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
- Understanding TBI as a Risk Factor Versus a Means of Suicide Death Using Electronic Health Record Data
- Is There a Link Between Hormone Use and Diabetes Incidence in Transgender People? Data From the STRONG Cohort
- Variable selection in regression-based estimation of dynamic treatment regimes
- Health Service Utilization Among Children and Adolescents with Posttraumatic Stress Disorder: A Case-Control Study
- Enhancing the use of EHR systems for pragmatic embedded research: lessons from the NIH Health Care Systems Research Collaboratory
- Study protocol for a type III hybrid effectiveness-implementation trial of strategies to implement firearm safety promotion as a universal suicide prevention strategy in pediatric primary care
- Prediction of suicidal behavior using self-reported suicidal ideation among patients with bipolar disorder
- An implementation evaluation of “Zero Suicide” using normalization process theory to support high-quality care for patients at risk of suicide
- Applying Machine Learning Approaches to Suicide Prediction Using Healthcare Data: Overview and Future Directions
- Zelen design clinical trials: why, when, and how
- Evaluation of Electronic Health Record-Based Suicide Risk Prediction Models on Contemporary Data
- Utility of item 9 of the patient health questionnaire in the prospective identification of adolescents at risk of suicide attempt
- Predicting suicide attempts and suicide deaths among adolescents following outpatient visits
- Development of a Symptom-Focused Model to Guide the Prescribing of Antipsychotics in Children and Adolescents: Results of the First Phase of the Safer Use of Antipsychotics in Youth (SUAY) Clinical Trial
- Point: Uncertainty about estimating the risks of COVID-19 during pregnancy
- Connecting Research and Practice: Implementation of Suicide Prevention Strategies in Learning Health Care Systems
- Accounting for quality improvement during the conduct of embedded pragmatic clinical trials within healthcare systems: NIH Collaboratory case studies
- Evaluating the Cross-Cultural Measurement Invariance of the PHQ-9 between American Indian/Alaska Native Adults and Diverse Racial and Ethnic Groups
- Longitudinal Methods for Modeling Exposures in Pharmacoepidemiologic Studies in Pregnancy
- Clinical risk prediction models and informative cluster size: Assessing the performance of a suicide risk prediction algorithm
- Detecting and Assessing Suicide Ideation During the COVID-19 Pandemic
- “What Will Happen If I Say Yes?” Perspectives on a Standardized Firearm Access Question Among Adults With Depressive Symptoms
- When Can We Trust Real-World Data To Evaluate New Medical Treatments?
- Racial/Ethnic Disparities in the Performance of Prediction Models for Death by Suicide After Mental Health Visits
- When Can We Rely on Real-World Evidence to Evaluate New Medical Treatments?
- Weighing the Association Between BMI Change and Suicide Mortality
- Automated analyses: Because we can, does it mean we should?
- Patient perspectives on acceptability of, and implementation preferences for, use of electronic health records and machine learning to identify suicide risk
- Reconciling Statistical and Clinicians’ Predictions of Suicide Risk
- Reconciling Statistical and Clinicians' Predictions of Suicide Risk
- Rural-Urban Residence and Maternal Hepatitis C Infection, U.S.: 2010-2018
- Family Caregiver Needs and Preferences for Virtual Training to Manage Behavioral and Psychological Symptoms of Dementia: Interview Study
- Comparison of family health history in surveys vs electronic health record data mapped to the observational medical outcomes partnership data model in the All of Us Research Program
- Coulombe et al. Respond to “Baby Steps to a Learning Mental Health-Care System”
- Can the Risk of Severe Depression-Related Outcomes Be Reduced by Tailoring the Antidepressant Therapy to Patient Characteristics?
- Serious Suicide Attempts and Risk of Suicide Death
- Safer use of antipsychotics in youth (SUAY) pragmatic trial protocol
- Disseminating trial results: We can have both faster and better
- Oral Corticosteroids and Risk of Preterm Birth in the California Medicaid Program
- Factors Influencing Participation in Biospecimen Research among Parents of Youth with Mental Health Conditions
- Suicide Behavior Following PHQ-9 Screening Among Individuals With Substance Use Disorders
- The Prescription Opioids and Depression Pathways Cohort Study
- Prenatal Antidepressant Use and Risk of Adverse Neonatal Outcomes
- Provider Contributions to Disparities in Mental Health Care
- Patterns of prenatal antidepressant exposure and risk of preeclampsia and postpartum haemorrhage
- Using predictive analytics to improve pragmatic trial design
- Association Between Patterns of Alcohol Use and Short-Term Risk of Suicide Attempt Among Patients With and Without Reported Suicidal Ideation
- Substance use disorders and risk of suicide in a general US population: a case control study
- Pragmatic trial design of an intervention to reduce cardiovascular risk in people with serious mental illness
- Comparisons Between Patients Diagnosed with PTSD in Primary Care Versus Mental Health Care in Five Large Civilian Health Care Systems
- A Quasi-Experimental Analysis of Lethal Means Assessment and Risk for Subsequent Suicide Attempts and Deaths
- Chronic pain diagnoses and opioid dispensings among insured individuals with serious mental illness
- Good News: Artificial Intelligence in Psychiatry Is Actually Neither
- Short-term risk of suicide attempt associated with patterns of patient-reported alcohol use determined by routine AUDIT-C among adults receiving mental healthcare
- Principles and procedures for data and safety monitoring in pragmatic clinical trials
- Association between suicide death and concordance with benzodiazepine treatment guidelines for anxiety and sleep disorders
- Acetaminophen use in pregnancy: Examining prevalence, timing, and indication of use in a prospective birth cohort
- Patterns of Health Care Utilization Before First Episode Psychosis in Racial and Ethnic Groups
- Oral corticosteroid use during pregnancy and risk of preterm birth
- What health records data are required for accurate prediction of suicidal behavior?
- Variation in patterns of health care before suicide: A population case-control study
- Perspectives from firearm stakeholders on firearm safety promotion in pediatric primary care as a suicide prevention strategy: a qualitative study
- Designing Safer Use of Antipsychotics Among Youths: A Human-Centered Approach to an Algorithm-Based Solution
- Diagnosed Mental Health Conditions and Risk of Suicide Mortality
- The measurement invariance of the Patient Health Questionnaire-9 for American Indian adults
- Impact of ICD-10-CM Transition on Mental Health Diagnoses Recording
- Development of the Initial Surveys for the All of Us Research Program
- Asthma prevalence among women aged 18 to 44 in the United States: National health and nutrition examination survey 2001-2016
- Challenges of Population-based Measurement of Suicide Prevention Activities Across Multiple Health Systems
- Assessing and Minimizing Re-identification Risk in Research Data Derived from Health Care Records
- Priorities Wizard: Multisite Web-Based Primary Care Clinical Decision Support Improved Chronic Care Outcomes with High Use Rates and High Clinician Satisfaction Rates
- Challenges in Research on Suicide Prevention
- Improving pragmatic clinical trial design using real-world data