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Trajectories of resilience and dysfunction following potential trauma: A review and statistical evaluation

Clinical psychology review, 2018-07, Vol.63, p.41-55

2018

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Machine Learning for Prediction of Posttraumatic Stress and Resilience Following Trauma: An Overview of Basic Concepts and Recent Advances

Journal of traumatic stress, 2019-04, Vol.32 (2), p.215-225

2019

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636,120 Ways to Have Posttraumatic Stress Disorder

Perspectives on psychological science, 2013-11, Vol.8 (6), p.651-662

2013

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Trajectory of post-traumatic stress following traumatic injury: 6-year follow-up

British journal of psychiatry, 2015-05, Vol.206 (5), p.417-423

2015

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Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood

Psychological medicine, 2022-04, Vol.52 (5), p.957-967

2022

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Identification of a common neurobiological substrate for mental illness

JAMA psychiatry (Chicago, Ill.), 2015-04, Vol.72 (4), p.305

2015

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PATTERNS OF LIFETIME PTSD COMORBIDITY: A LATENT CLASS ANALYSIS

Depression and anxiety, 2013-05, Vol.30 (5), p.489-496

2013

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Optimism and Death: Predicting the Course and Consequences of Depression Trajectories in Response to Heart Attack

Psychological science, 2014-12, Vol.25 (12), p.2177-2188

2014

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A validated predictive algorithm of post-traumatic stress course following emergency department admission after a traumatic stressor

Nature medicine, 2020-07, Vol.26 (7), p.1084-1088

2020

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Quantitative forecasting of PTSD from early trauma responses: A Machine Learning application

Journal of psychiatric research, 2014-12, Vol.59, p.68-76

2014

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Early PTSD symptom trajectories: persistence, recovery, and response to treatment: results from the Jerusalem Trauma Outreach and Prevention Study (J-TOPS)

PloS one, 2013-08, Vol.8 (8), p.e70084-e70084

2013

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Utilization of machine learning to test the impact of cognitive processing and emotion recognition on the development of PTSD following trauma exposure

BMC psychiatry, 2020-06, Vol.20 (1), p.325-325, Article 325

2020

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Beyond normality in the study of bereavement: Heterogeneity in depression outcomes following loss in older adults

Social science & medicine (1982), 2012-06, Vol.74 (12), p.1987-1994

2012

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Marijuana and other cannabinoids as a treatment for posttraumatic stress disorder: A literature review

Depression and anxiety, 2017-03, Vol.34 (3), p.207-216

2017

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Resilience and Disaster: Flexible Adaptation in the Face of Uncertain Threat

Annual review of psychology, 2024-01, Vol.75 (1), p.573-599

2024

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Discriminating Heterogeneous Trajectories of Resilience and Depression After Major Life Stressors Using Polygenic Scores

JAMA psychiatry (Chicago, Ill.), 2021-07, Vol.78 (7), p.744

2021

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Gender Differences in Machine Learning Models of Trauma and Suicidal Ideation in Veterans of the Iraq and Afghanistan Wars

Journal of traumatic stress, 2017-08, Vol.30 (4), p.362-371

2017

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Trajectories of depression following spousal and child bereavement: A comparison of the heterogeneity in outcomes

Journal of psychiatric research, 2015-10, Vol.69, p.72-79

2015

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Machine Learning and the Digital Measurement of Psychological Health

Annual review of clinical psychology, 2023-05, Vol.19, p.133

2023

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Accuracy of machine learning-based prediction of medication adherence in clinical research

Psychiatry research, 2020-12, Vol.294, p.113558-113558, Article 113558

2020

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Amygdala Reactivity and Anterior Cingulate Habituation Predict Posttraumatic Stress Disorder Symptom Maintenance After Acute Civilian Trauma

Biological psychiatry (1969), 2017-06, Vol.81 (12), p.1023-1029

2017

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Heterogeneous Patterns of Stress Over the Four Years of College: Associations With Anxious Attachment and Ego-Resiliency

Journal of personality, 2013-10, Vol.81 (5), p.476-486

2013

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Identifying profiles of recovery from reward devaluation in rats

Behavioural brain research, 2014-12, Vol.275, p.212-218

2014

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Early identification of posttraumatic stress following military deployment: Application of machine learning methods to a prospective study of Danish soldiers

Journal of affective disorders, 2015-09, Vol.184, p.170-175

2015

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Elevated C-reactive protein and posttraumatic stress pathology among survivors of the 9/11 World Trade Center attacks

Journal of psychiatric research, 2017-06, Vol.89, p.14-21

2017

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Trajectories of resilience and dysfunction following potential trauma: A review and statistical evaluation

Machine Learning for Prediction of Posttraumatic Stress and Resilience Following Trauma: An Overview of Basic Concepts and Recent Advances

636,120 Ways to Have Posttraumatic Stress Disorder

Trajectory of post-traumatic stress following traumatic injury: 6-year follow-up

Deep learning-based classification of posttraumatic stress disorder and depression following trauma utilizing visual and auditory markers of arousal and mood

Identification of a common neurobiological substrate for mental illness

PATTERNS OF LIFETIME PTSD COMORBIDITY: A LATENT CLASS ANALYSIS

Optimism and Death: Predicting the Course and Consequences of Depression Trajectories in Response to Heart Attack

A validated predictive algorithm of post-traumatic stress course following emergency department admission after a traumatic stressor

Quantitative forecasting of PTSD from early trauma responses: A Machine Learning application

Early PTSD symptom trajectories: persistence, recovery, and response to treatment: results from the Jerusalem Trauma Outreach and Prevention Study (J-TOPS)

Utilization of machine learning to test the impact of cognitive processing and emotion recognition on the development of PTSD following trauma exposure

Beyond normality in the study of bereavement: Heterogeneity in depression outcomes following loss in older adults

Marijuana and other cannabinoids as a treatment for posttraumatic stress disorder: A literature review

Resilience and Disaster: Flexible Adaptation in the Face of Uncertain Threat

Discriminating Heterogeneous Trajectories of Resilience and Depression After Major Life Stressors Using Polygenic Scores

Gender Differences in Machine Learning Models of Trauma and Suicidal Ideation in Veterans of the Iraq and Afghanistan Wars

Trajectories of depression following spousal and child bereavement: A comparison of the heterogeneity in outcomes

Machine Learning and the Digital Measurement of Psychological Health

Accuracy of machine learning-based prediction of medication adherence in clinical research

Amygdala Reactivity and Anterior Cingulate Habituation Predict Posttraumatic Stress Disorder Symptom Maintenance After Acute Civilian Trauma

Heterogeneous Patterns of Stress Over the Four Years of College: Associations With Anxious Attachment and Ego-Resiliency

Identifying profiles of recovery from reward devaluation in rats

Early identification of posttraumatic stress following military deployment: Application of machine learning methods to a prospective study of Danish soldiers

Elevated C-reactive protein and posttraumatic stress pathology among survivors of the 9/11 World Trade Center attacks

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