List of works - Isaac R Galatzer-Levy

636,120 Ways to Have Posttraumatic Stress Disorder

scientific article published on November 2013

A First Step towards a Clinical Decision Support System for Post-traumatic Stress Disorders

scientific article published on January 2016

A cross species study of heterogeneity in fear extinction learning in relation to FKBP5 variation and expression: Implications for the acute treatment of posttraumatic stress disorder

scientific article

A principled method to identify individual differences and behavioral shifts in signaled active avoidance

scientific article published on 15 October 2018

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

scientific article published on 06 July 2020

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

scientific article published on 23 December 2016

Applications of Latent Growth Mixture Modeling and allied methods to posttraumatic stress response data

scientific article

Appreciating methodological complexity and integrating neurobiological perspectives to advance the science of resilience

scientific article published on January 2015

Association of Hippocampal Atrophy With Duration of Untreated Psychosis and Molecular Biomarkers During Initial Antipsychotic Treatment of First-Episode Psychosis.

scientific article published on 21 February 2018

Association of Prospective Risk for Chronic PTSD Symptoms With Low TNFα and IFNγ Concentrations in the Immediate Aftermath of Trauma Exposure

scientific article published on 29 July 2019

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

scientific article

Bridging a translational gap: using machine learning to improve the prediction of PTSD.

scientific article

Cortisol response to an experimental stress paradigm prospectively predicts long-term distress and resilience trajectories in response to active police service

scientific article

Data Science in the Research Domain Criteria Era: Relevance of Machine Learning to the Study of Stress Pathology, Recovery, and Resilience

scientific article published on 10 January 2018

Differential Modulation of Rhythmic Brain Activity in Healthy Adults by a T-Type Calcium Channel Blocker: An MEG Study

scientific article

Do multiple health events reduce resilience when compared with single events?

scientific article

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

scientific article

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

scientific article

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

journal article published in 2017

Emergence of depression following job loss prospectively predicts lower rates of reemployment

scientific article

Empirical characterization of heterogeneous posttraumatic stress responses is necessary to improve the science of posttraumatic stress

scientific article published in September 2014

Facial and Vocal Markers of Schizophrenia Measured Using Remote Smartphone Assessments: Observational Study

scientific article published on 21 January 2022

Fear load: The psychophysiological over-expression of fear as an intermediate phenotype associated with trauma reactions.

scientific article

Forecasting individual risk for long-term Posttraumatic Stress Disorder in emergency medical settings using biomedical data: A machine learning multicenter cohort study

scientific article published on 18 January 2021

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

scientific article published on 25 July 2017

Heterogeneity in Trajectories of Depression in Response to Divorce is Associated with Differential Risk for Mortality

scientific article published on 13 January 2017

Heterogeneity in signaled active avoidance learning: substantive and methodological relevance of diversity in instrumental defensive responses to threat cues

scientific article

Heterogeneous depression responses to chronic pain onset among middle-aged adults: a prospective study

scientific article

Heterogeneous patterns of stress over the four years of college: associations with anxious attachment and ego-resiliency

scientific article published on 14 January 2013

Identification of a common neurobiological substrate for mental illness

scientific article

Impact of Cannabis Use on Treatment Outcomes among Adults Receiving Cognitive-Behavioral Treatment for PTSD and Substance Use Disorders.

scientific article published on 07 February 2017

Increased Skin Conductance Response in the Immediate Aftermath of Trauma Predicts PTSD Risk.

scientific article

Is the intensive care unit traumatic? What we know and don't know about the intensive care unit and posttraumatic stress responses.

scientific article published on May 2016

Is there Progress? An Overview of Selecting Biomarker Candidates for Major Depressive Disorder

scientific article

It's Not So Easy to Make Resilience Go Away: Commentary on Infurna and Luthar (2016).

scientific article published on March 2016

Killing and latent classes of PTSD symptoms in Iraq and Afghanistan veterans

scientific article

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

scientific article published on 20 March 2019

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

scientific article published on 28 February 2017

Optimism and death: predicting the course and consequences of depression trajectories in response to heart attack

scientific article

Patterns of lifetime PTSD comorbidity: a latent class analysis

scientific article

Peritraumatic and trait dissociation differentiate police officers with resilient versus symptomatic trajectories of posttraumatic stress symptoms ⬇️

scientific article published on 06 September 2011

Positive and negative emotion prospectively predict trajectories of resilience and distress among high-exposure police officers.

scientific article published on 21 January 2013

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

scientific article published on 23 October 2019

Pregnancy after bariatric surgery is not associated with adverse perinatal outcome

scientific article published in May 2004

Pregnancy outcome of patients with gestational diabetes mellitus following bariatric surgery

scientific article published in February 2006

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

scientific article

Socioeconomic resources predict trajectories of depression and resilience following disability

scientific article published on 20 December 2018

The heterogeneity of long-term grief reactions

scientific article published on 2 June 2014

The impact of killing and injuring others on mental health symptoms among police officers.

scientific article published on 11 June 2011

The resilience framework as a strategy to combat stress-related disorders

scientific article published on 16 October 2017

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

scientific article published on 17 July 2015

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

scientific article published on 06 June 2018

Trajectories of resilience, depression, and anxiety following spinal cord injury.

scientific article published on August 2012

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

scientific article published on 5 February 2015

Treatment type and demographic characteristics as predictors for cancer adjustment: Prospective trajectories of depressive symptoms in a population sample

scientific article published on 11 August 2014

Utilization of Machine Learning-Based Computer Vision and Voice Analysis to Derive Digital Biomarkers of Cognitive Functioning in Trauma Survivors

scientific article published on 30 December 2020

Utilization of machine learning for prediction of post-traumatic stress: a re-examination of cortisol in the prediction and pathways to non-remitting PTSD

scientific article

Validation of Visual and Auditory Digital Markers of Suicidality in Acutely Suicidal Psychiatric Inpatients: Proof-of-Concept Study

scientific article published on 03 June 2021

What we don't expect when expecting: evidence for heterogeneity in subjective well-being in response to parenthood

scientific article published in June 2011

List of works by Isaac R Galatzer-Levy

636,120 Ways to Have Posttraumatic Stress Disorder

A First Step towards a Clinical Decision Support System for Post-traumatic Stress Disorders

A cross species study of heterogeneity in fear extinction learning in relation to FKBP5 variation and expression: Implications for the acute treatment of posttraumatic stress disorder

A principled method to identify individual differences and behavioral shifts in signaled active avoidance

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

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

Applications of Latent Growth Mixture Modeling and allied methods to posttraumatic stress response data

Appreciating methodological complexity and integrating neurobiological perspectives to advance the science of resilience

Association of Hippocampal Atrophy With Duration of Untreated Psychosis and Molecular Biomarkers During Initial Antipsychotic Treatment of First-Episode Psychosis.

Association of Prospective Risk for Chronic PTSD Symptoms With Low TNFα and IFNγ Concentrations in the Immediate Aftermath of Trauma Exposure

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

Bridging a translational gap: using machine learning to improve the prediction of PTSD.

Cortisol response to an experimental stress paradigm prospectively predicts long-term distress and resilience trajectories in response to active police service

Data Science in the Research Domain Criteria Era: Relevance of Machine Learning to the Study of Stress Pathology, Recovery, and Resilience

Differential Modulation of Rhythmic Brain Activity in Healthy Adults by a T-Type Calcium Channel Blocker: An MEG Study

Do multiple health events reduce resilience when compared with single events?

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

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

Emergence of depression following job loss prospectively predicts lower rates of reemployment

Empirical characterization of heterogeneous posttraumatic stress responses is necessary to improve the science of posttraumatic stress

Facial and Vocal Markers of Schizophrenia Measured Using Remote Smartphone Assessments: Observational Study

Fear load: The psychophysiological over-expression of fear as an intermediate phenotype associated with trauma reactions.

Forecasting individual risk for long-term Posttraumatic Stress Disorder in emergency medical settings using biomedical data: A machine learning multicenter cohort study

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

Heterogeneity in Trajectories of Depression in Response to Divorce is Associated with Differential Risk for Mortality

Heterogeneity in signaled active avoidance learning: substantive and methodological relevance of diversity in instrumental defensive responses to threat cues

Heterogeneous depression responses to chronic pain onset among middle-aged adults: a prospective study

Heterogeneous patterns of stress over the four years of college: associations with anxious attachment and ego-resiliency

Identification of a common neurobiological substrate for mental illness

Impact of Cannabis Use on Treatment Outcomes among Adults Receiving Cognitive-Behavioral Treatment for PTSD and Substance Use Disorders.

Increased Skin Conductance Response in the Immediate Aftermath of Trauma Predicts PTSD Risk.

Is the intensive care unit traumatic? What we know and don't know about the intensive care unit and posttraumatic stress responses.

Is there Progress? An Overview of Selecting Biomarker Candidates for Major Depressive Disorder

It's Not So Easy to Make Resilience Go Away: Commentary on Infurna and Luthar (2016).

Killing and latent classes of PTSD symptoms in Iraq and Afghanistan veterans

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

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

Optimism and death: predicting the course and consequences of depression trajectories in response to heart attack

Patterns of lifetime PTSD comorbidity: a latent class analysis

Peritraumatic and trait dissociation differentiate police officers with resilient versus symptomatic trajectories of posttraumatic stress symptoms ⬇️

Positive and negative emotion prospectively predict trajectories of resilience and distress among high-exposure police officers.

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

Pregnancy after bariatric surgery is not associated with adverse perinatal outcome

Pregnancy outcome of patients with gestational diabetes mellitus following bariatric surgery

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

Socioeconomic resources predict trajectories of depression and resilience following disability

The heterogeneity of long-term grief reactions

The impact of killing and injuring others on mental health symptoms among police officers.

The resilience framework as a strategy to combat stress-related disorders

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

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

Trajectories of resilience, depression, and anxiety following spinal cord injury.

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

Treatment type and demographic characteristics as predictors for cancer adjustment: Prospective trajectories of depressive symptoms in a population sample

Utilization of Machine Learning-Based Computer Vision and Voice Analysis to Derive Digital Biomarkers of Cognitive Functioning in Trauma Survivors

Utilization of machine learning for prediction of post-traumatic stress: a re-examination of cortisol in the prediction and pathways to non-remitting PTSD

Validation of Visual and Auditory Digital Markers of Suicidality in Acutely Suicidal Psychiatric Inpatients: Proof-of-Concept Study

What we don't expect when expecting: evidence for heterogeneity in subjective well-being in response to parenthood