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

por Galatzer-Levy, Isaac R.
Publicado 2015

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

por Augsburger, Mareike, Galatzer-Levy, Isaac R.
Publicado 2020

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

por Galatzer-Levy, Isaac R., Ruggles, Kelly V., Chen, Zhe
Publicado 2018

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

por Karstoft, Karen-Inge, Galatzer-Levy, Isaac R, Statnikov, Alexander, Li, Zhiguo, Shalev, Arieh Y
Publicado 2015

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

por Galatzer-Levy, Isaac R., Bonanno, George A., Bush, David E. A., LeDoux, Joseph E.
Publicado 2013

Modern views of machine learning for precision psychiatry

por Chen, Zhe Sage, Kulkarni, Prathamesh (Param), Galatzer-Levy, Isaac R., Bigio, Benedetta, Nasca, Carla, Zhang, Yu
Publicado 2022

Computational causal discovery for post-traumatic stress in police officers

por Saxe, Glenn N., Ma, Sisi, Morales, Leah J., Galatzer-Levy, Isaac R., Aliferis, Constantin, Marmar, Charles R.
Publicado 2020

Early PTSD Symptom Trajectories: Persistence, Recovery, and Response to Treatment: Results from the Jerusalem Trauma Outreach and Prevention Study (J-TOPS)

por Galatzer-Levy, Isaac R., Ankri, Yael, Freedman, Sara, Israeli-Shalev, Yossi, Roitman, Pablo, Gilad, Moran, Shalev, Arieh Y.
Publicado 2013

Correction: Early PTSD Symptom Trajectories: Persistence, Recovery, and Response to Treatment: Results from the Jerusalem Trauma Outreach and Prevention Study (J-TOPS)

por Galatzer-Levy, Isaac R., Ankri, Yael, Freedman, Sara, Israeli-Shalev, Yossi, Roitman, Pablo, Gilad, Moran, Shalev, Arieh Y.
Publicado 2013

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

por Abbas, Anzar, Sauder, Colin, Yadav, Vijay, Koesmahargyo, Vidya, Aghjayan, Allison, Marecki, Serena, Evans, Miriam, Galatzer-Levy, Isaac R.
Publicado 2021

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

por Galatzer-Levy, Isaac R., Moscarello, Justin, Blessing, Esther M., Klein, JoAnna, Cain, Christopher K., LeDoux, Joseph E.
Publicado 2014

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

por Ruglass, Lesia M., Shevorykin, Alina, Radoncic, Vanja, Smith, Kathryn M. Z., Smith, Philip H., Galatzer-Levy, Isaac R., Papini, Santiago, Hien, Denise A.
Publicado 2017

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

por Abbas, Anzar, Hansen, Bryan J, Koesmahargyo, Vidya, Yadav, Vijay, Rosenfield, Paul J, Patil, Omkar, Dockendorf, Marissa F, Moyer, Matthew, Shipley, Lisa A, Perez-Rodriguez, M Mercedez, Galatzer-Levy, Isaac R
Publicado 2022