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Supervised Machine Learning: A Brief Primer

Behavior therapy, 2020-09, Vol.51 (5), p.675-687

2020

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An Introduction to Directed Acyclic Graphs in Trauma Research

Psychological trauma, 2023-09, Vol.15 (6), p.899-905

2023

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Introduction to the Special Section on Causal Inference and Agent-Based Modeling

Psychological trauma, 2023-09, Vol.15 (6), p.895-898

2023

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A Brief Primer on Conducting Regression-Based Causal Mediation Analysis

Psychological trauma, 2023-09, Vol.15 (6), p.930-938

2023

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Marginal Structural Models for Estimating the Longitudinal Effects of Community Violence Exposure on Youths' Internalizing and Externalizing Symptoms

Psychological trauma, 2023-09, Vol.15 (6), p.906-916

2023

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Opportunities and Challenges in Using Instrumental Variables to Study Causal Effects in Nonrandomized Stress and Trauma Research

Psychological trauma, 2023-09, Vol.15 (6), p.917-929

2023

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Applications of Agent-Based Modeling in Trauma Research

Psychological trauma, 2023-09, Vol.15 (6), p.939-950

2023

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The Recent Rise of Suicide Mortality in the United States

Annual review of public health, 2022-04, Vol.43 (1), p.99-116

2022

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Addressing Measurement Error in Random Forests Using Quantitative Bias Analysis

American journal of epidemiology, 2021-09, Vol.190 (9), p.1830-1840

2021

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Prediction of Sex-Specific Suicide Risk Using Machine Learning and Single-Payer Health Care Registry Data From Denmark

JAMA psychiatry (Chicago, Ill.), 2020-01, Vol.77 (1), p.25

2020

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Association of PTSD Severity and Death by Suicide

British journal of psychiatry, 2022-08, p.1-7

2022

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Jiang et al. Respond to “Quantitative Bias Analysis”

American journal of epidemiology, 2021-09, Vol.190 (9), p.1844-1845

2021

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Suicide and Non-Fatal Suicide Attempts Among Persons with Depression in the Population of Denmark

Jiang, Tammy

2021

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ProQuest

Predictive models of miscarriage on the basis of data from a preconception cohort study

Fertility and sterility, 2024-07, Vol.122 (1), p.140-149

2024

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A Critical Appraisal of Matching-Adjusted Indirect Comparisons in Spinal Muscular Atrophy

Advances in therapy, 2023-07, Vol.40 (7), p.2985-3005

2023

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Comparative Effectiveness of Direct-Acting Antivirals for Posttraumatic Stress Disorder in Veterans Affairs Patients With Hepatitis C Virus Infection

American journal of epidemiology, 2022-08, Vol.191 (9), p.1614-1625

2022

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Mining Clinical Data for Novel PTSD Medications

Biological psychiatry (1969), 2022-04, Vol.91 (7), p.647-657

2022

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Matching-Adjusted Indirect Comparisons of Diroximel Fumarate, Ponesimod, and Teriflunomide for Relapsing Multiple Sclerosis

CNS drugs, 2023-05, Vol.37 (5), p.441-452

2023

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Incident psychiatric comorbidity following stress disorder diagnoses in a Danish national sample of school age children

British journal of psychiatry, 2020-07, Vol.217 (1), p.377-382

2020

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Association between post-traumatic stress disorder severity and death by suicide in US military veterans: retrospective cohort study

British journal of psychiatry, 2022-11, Vol.221 (5), p.676-682

2022

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Predicting Sex-Specific Nonfatal Suicide Attempt Risk Using Machine Learning and Data From Danish National Registries

American journal of epidemiology, 2021-12, Vol.190 (12), p.2517-2527

2021

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Mining Clinical Data for Novel Posttraumatic Stress Disorder Medications

Biological psychiatry (1969), 2022-04, Vol.91 (7), p.647-657

2022

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Predicting Suicide in the 30 Days Postdischarge from Psychiatric Hospitalization in Denmark Using Machine Learning

British journal of psychiatry, 2021-08, Vol.219 (2), p.440-447

2021

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Prediction of suicide attempts among persons with depression: a population-based case cohort study

American journal of epidemiology, 2024-06, Vol.193 (6), p.827-834

2024

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Using machine learning to predict suicide in the 30 days after discharge from psychiatric hospital in Denmark

British journal of psychiatry, 2021-08, Vol.219 (2), p.440-447

2021

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Supervised Machine Learning: A Brief Primer

An Introduction to Directed Acyclic Graphs in Trauma Research

Introduction to the Special Section on Causal Inference and Agent-Based Modeling

A Brief Primer on Conducting Regression-Based Causal Mediation Analysis

Marginal Structural Models for Estimating the Longitudinal Effects of Community Violence Exposure on Youths' Internalizing and Externalizing Symptoms

Opportunities and Challenges in Using Instrumental Variables to Study Causal Effects in Nonrandomized Stress and Trauma Research

Applications of Agent-Based Modeling in Trauma Research

The Recent Rise of Suicide Mortality in the United States

Addressing Measurement Error in Random Forests Using Quantitative Bias Analysis

Prediction of Sex-Specific Suicide Risk Using Machine Learning and Single-Payer Health Care Registry Data From Denmark

Association of PTSD Severity and Death by Suicide

Jiang et al. Respond to “Quantitative Bias Analysis”

Suicide and Non-Fatal Suicide Attempts Among Persons with Depression in the Population of Denmark

Predictive models of miscarriage on the basis of data from a preconception cohort study

A Critical Appraisal of Matching-Adjusted Indirect Comparisons in Spinal Muscular Atrophy

Comparative Effectiveness of Direct-Acting Antivirals for Posttraumatic Stress Disorder in Veterans Affairs Patients With Hepatitis C Virus Infection

Mining Clinical Data for Novel PTSD Medications

Matching-Adjusted Indirect Comparisons of Diroximel Fumarate, Ponesimod, and Teriflunomide for Relapsing Multiple Sclerosis

Incident psychiatric comorbidity following stress disorder diagnoses in a Danish national sample of school age children

Association between post-traumatic stress disorder severity and death by suicide in US military veterans: retrospective cohort study

Predicting Sex-Specific Nonfatal Suicide Attempt Risk Using Machine Learning and Data From Danish National Registries

Mining Clinical Data for Novel Posttraumatic Stress Disorder Medications

Predicting Suicide in the 30 Days Postdischarge from Psychiatric Hospitalization in Denmark Using Machine Learning

Prediction of suicide attempts among persons with depression: a population-based case cohort study

Using machine learning to predict suicide in the 30 days after discharge from psychiatric hospital in Denmark

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