I. Galatzer-Levy

Isaac R Galatzer-Levy, R. Bryant, I. Galatzer-Levy, 2013, Perspectives on psychological science : a journal of the Association for Psychological Science.

Positron emission tomography shows elevated cannabinoid CB1 receptor binding in men with alcohol dependence.

Yiyun Huang, D. Luckenbaugh, R. Carson, 2012, Alcoholism, clinical and experimental research.

SIMON: A Digital Protocol to Monitor and Predict Suicidal Ideation

T. Kowatsch, E. Seifritz, U. Scholz, 2021, Frontiers in Psychiatry.

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

G. Bonanno, I. Galatzer-Levy, Jed N McGiffin, 2016, Rehabilitation psychology.

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

K. Ressler, B. Rothbaum, C. Nemeroff, 2019, The American journal of psychiatry.

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

Richard A. Bryant, Alexander C. McFarlane, David Forbes, 2015, British Journal of Psychiatry.

The Revolution in Psychiatric Diagnosis: Problems at the Foundations

I. Galatzer-Levy, R. Galatzer‐Levy, 2007, Perspectives in biology and medicine.

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

J. Gradus, A. Street, I. Galatzer-Levy, 2017, Journal of traumatic stress.

PATTERNS OF LIFETIME PTSD COMORBIDITY: A LATENT CLASS ANALYSIS

C. Marmar, B. Litz, I. Galatzer-Levy, 2013, Depression and anxiety.

Remote Digital Measurement of Facial and Vocal Markers of Major Depressive Disorder Severity and Treatment Response: A Pilot Study

Vidya Koesmahargyo, Isaac R. Galatzer-Levy, Anzar Abbas, 2021, Frontiers in Digital Health.

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

C. Marmar, C. Otte, R. Yehuda, 2014, Journal of psychiatric research.

Identifying profiles of recovery from reward devaluation in rats

M. Papini, Santiago Papini, I. Galatzer-Levy, 2014, Behavioural Brain Research.

Biological predictors of insulin resistance associated with posttraumatic stress disorder in young military veterans

O. Wolkowitz, C. Marmar, J. Flory, 2017, Psychoneuroendocrinology.

Optimism and Death

G. Bonanno, I. Galatzer-Levy, 2014, Psychological science.

Optimism and Death

G. Bonanno, I. Galatzer-Levy, 2014, Psychological science.

Is there Progress ? An Overview of Select Biomarker Candidates for 1 Major Depressive Disorder 2

C. Marmar, N. Pomara, I. Galatzer-Levy, 2018 .

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

C. Marmar, N. Pomara, I. Galatzer-Levy, 2016, Front. Psychiatry.

August Aichhorn

I. Galatzer-Levy, R. Galatzer‐Levy, 2007, The Psychoanalytic study of the child.

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

G. Bonanno, I. Galatzer-Levy, 2013, Journal of personality.

Digital phenotyping

L. Carmi, I. Galatzer-Levy, K. Schultebraucks, 2022, Mental Health in a Digital World.

Do Multiple Health Events Reduce Resilience When Compared With Single Events?

G. Bonanno, I. Galatzer-Levy, F. Maccallum, 2017, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

Early physical victimization is a risk factor for posttraumatic stress disorder symptoms among Mississippi police and firefighter first responders to Hurricane Katrina

C. Marmar, C. Chemtob, C. Henn-Haase, 2014 .

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

K. Ressler, T. Jovanović, S. Norrholm, 2017, Neuropharmacology.

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

T. Hendler, C. Nievergelt, C. Fiebach, 2017, Nature Human Behaviour.

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

Isaac R Galatzer-Levy, Paul Kennedy, G. Bonanno, 2012, Rehabilitation psychology.

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

G. Bonanno, C. L. Burton, I. Galatzer-Levy, 2015, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

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

C. Marmar, T. Neylan, T. Metzler, 2013, Emotion.

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

E. Seifritz, U. Scholz, L. Sels, 2020, Journal of medical Internet research.

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

C. Marmar, S. Maguen, T. Metzler, 2011, Journal of psychiatric research.

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

G. Bonanno, I. Galatzer-Levy, 2012, Social science & medicine.

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

M. Sijbrandij, M. Olff, I. Galatzer-Levy, 2021, Neurobiology of Stress.

Heterogeneity in threat extinction learning: substantive and methodological considerations for identifying individual difference in response to stress

Joseph E. LeDoux, Joseph E LeDoux, Isaac R. Galatzer-Levy, 2013, Front. Behav. Neurosci..

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

C. Marmar, T. Neylan, C. Henn-Haase, 2011, Journal of traumatic stress.

The Heterogeneity of Posttraumatic Stress Disorder in DSM-5.

D. Hadzi-Pavlovic, R. Bryant, I. Galatzer-Levy, 2022, JAMA psychiatry.

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

G. Bonanno, I. Galatzer-Levy, Catherine A. Stolove, 2017, Psychiatry Research.

S0033291720002718jra 957..967

G. Bonanno, A. Shalev, I. Galatzer-Levy, 2022 .

Emotion dysregulation is associated with increased prospective risk for chronic PTSD development.

K. Ressler, B. Rothbaum, J. Maples-Keller, 2019, Journal of psychiatric research.

Author ’ s Accepted Manuscript Amygdala reactivity and anterior cingulate habituation predict PTSD symptom maintenance after acute civilian traumaAmygdala predicts PTSD symptom maintenance

K. Ressler, B. Rothbaum, C. Nemeroff, 2016 .

The heterogeneity of long-term grief reactions.

G. Bonanno, I. Galatzer-Levy, J. Lotterman, 2014, Journal of affective disorders.

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

B. Bradley, K. Ressler, T. Jovanović, 2015, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

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

K. Ressler, B. Rothbaum, G. Bonanno, 2020, Nature Medicine.

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

Sisi Ma, David Fenyö, Isaac Galatzer-Levy, 2016, AMIA.

Machine Learning and the Digital Measurement of Psychological Health.

J. Onnela, I. Galatzer-Levy, 2023, Annual review of clinical psychology.

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

I. Galatzer-Levy, K. Schultebraucks, V. Yadav, 2020, Digital Biomarkers.

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

Joseph E LeDoux, C. Cain, I. Galatzer-Levy, 2014, Front. Syst. Neurosci..

Digital Measurement of Mental Health: Challenges, Promises, and Future Directions

I. Galatzer-Levy, K. Schultebraucks, A. Abbas, 2021 .

Using Danish national registry data to understand psychopathology following potentially traumatic experiences.

P. Schnurr, S. Galea, E. Horváth-Puhó, 2022, Journal of traumatic stress.

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

C. Marmar, S. Maguen, B. Litz, 2013, Journal of affective disorders.

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

G. Bonanno, I. Galatzer-Levy, Zhuoying Zhu, 2014, Psychiatry Research.

Latent classes of posttraumatic psychiatric comorbidity in the general population.

P. Schnurr, S. Galea, E. Horváth-Puhó, 2021, Journal of psychiatric research.

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

G. Bonanno, I. Galatzer-Levy, F. Maccallum, 2015, Journal of psychiatric research.

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

Isaac R. Galatzer-Levy, I. Galatzer-Levy, 2015, European journal of psychotraumatology.

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

I. Galatzer-Levy, 2014, The Journal of clinical psychiatry.

Ways to Have Posttraumatic Stress Disorder

R. Bryant, I. Galatzer-Levy, 2013 .

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

G. Bonanno, I. Galatzer-Levy, A. Mancini, 2011, Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association.

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

B. Kleim, I. Galatzer-Levy, 2015, The Behavioral and brain sciences.

Socioeconomic Resources Predict Trajectories of Depression and Resilience Following Disability

G. Bonanno, I. Galatzer-Levy, Jed N McGiffin, 2019, Rehabilitation psychology.

Digital phenotyping

L. Carmi, I. Galatzer-Levy, K. Schultebraucks, 2022, Mental Health in a Digital World.

The Capability of Large Language Models to Measure Psychiatric Functioning

Daniel J. McDuff, Vivek Natarajan, I. Galatzer-Levy, 2023, ArXiv.

Large Language Models are Few-Shot Health Learners

Daniel J. McDuff, Daniel McDuff, G. Kovács, 2023, ArXiv.

Optimizing Outcomes in Psychotherapy for Anxiety Disorders Using Smartphone-Based and Passive Sensing Features: Protocol for a Randomized Controlled Trial

T. Kowatsch, I. Kolassa, A. Fisher, 2022, JMIR research protocols.

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

Robert M Sears, Joseph E LeDoux, A. Krypotos, 2018, Learning & memory.

Development and validation of a brief screener for posttraumatic stress disorder risk in emergency medical settings.

K. Ressler, B. Rothbaum, I. Galatzer-Levy, 2023, General hospital psychiatry.

Resilience to potential trauma and adversity through regulatory flexibility

G. Bonanno, I. Galatzer-Levy, Shuquan Chen, 2023, Nature Reviews Psychology.

Heterogeneity in Trajectories of Depression in Response to Divorce Is Associated With Differential Risk for Mortality

G. Bonanno, I. Galatzer-Levy, M. Malgaroli, 2017, Clinical psychological science : a journal of the Association for Psychological Science.

Estimation of Clinical Tremor using Spatio-Temporal Adversarial AutoEncoder

Li Zhang, Vidya Koesmahargyo, Isaac R. Galatzer-Levy, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

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

B. Bradley, K. Ressler, T. Jovanović, 2015, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

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

G. Bonanno, I. Galatzer-Levy, Shuquan Chen, 2023, Annual review of psychology.

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

A. Statnikov, I. Galatzer-Levy, Karen-Inge Karstoft, 2015, Journal of affective disorders.

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

M. Sijbrandij, M. Olff, I. Galatzer-Levy, 2021, Neurobiology of Stress.