Zobrazeno 1 - 10
of 113
pro vyhledávání: '"Isaac R Galatzer-Levy"'
Autor:
Anzar Abbas, Bryan J Hansen, Vidya Koesmahargyo, Vijay Yadav, Paul J Rosenfield, Omkar Patil, Marissa F Dockendorf, Matthew Moyer, Lisa A Shipley, M Mercedez Perez-Rodriguez, Isaac R Galatzer-Levy
Publikováno v:
JMIR Formative Research, Vol 6, Iss 1, p e26276 (2022)
BackgroundMachine learning–based facial and vocal measurements have demonstrated relationships with schizophrenia diagnosis and severity. Demonstrating utility and validity of remote and automated assessments conducted outside of controlled experim
Externí odkaz:
https://doaj.org/article/3121097e50374e5ea7adf31f2faabf76
Autor:
Isaac R Galatzer-Levy, Yael Ankri, Sara Freedman, Yossi Israeli-Shalev, Pablo Roitman, Moran Gilad, Arieh Y Shalev
Publikováno v:
PLoS ONE, Vol 8, Iss 8, p e70084 (2013)
Uncovering heterogeneities in the progression of early PTSD symptoms can improve our understanding of the disorder's pathogenesis and prophylaxis.To describe discrete symptom trajectories and examine their relevance for preventive interventions.Laten
Externí odkaz:
https://doaj.org/article/e3d0a98e16404afb84492af7595dc65f
Publikováno v:
BMC Psychiatry, Vol 20, Iss 1, Pp 1-11 (2020)
Abstract Background Though lifetime exposure to traumatic events is significant, only a minority of individuals develops symptoms of posttraumatic stress disorder (PTSD). Post-trauma alterations in neurocognitive and affective functioning are likely
Externí odkaz:
https://doaj.org/article/61c3287fbdd446d18ac090cd8466be72
Publikováno v:
Annual Review of Clinical Psychology. 19:133-154
Since its inception, the discipline of psychology has utilized empirical epistemology and mathematical methodologies to infer psychological functioning from direct observation. As new challenges and technological opportunities emerge, scientists are
Autor:
Vasiliki Michopoulos, Nikolaos P. Daskalakis, Tanja Jovanovic, Jessica L. Maples-Keller, Seyma Katrinli, Charles B. Nemeroff, Amanda J. Myers, Philip D. Harvey, Kerry J. Ressler, Jennifer S. Stevens, Ryan Richholt, Alicia K. Smith, Stefan Wuchty, Matthew J. Huentelman, Isaac R. Galatzer-Levy, Felicia Gould, Guia Guffanti, Aliza P. Wingo, Ekaterina S. Gerasimov, Barbara O. Rothbaum, Katharina Schultebraucks, Adriana Lori
Publikováno v:
Neuropsychopharmacology
Biomarkers that predict symptom trajectories after trauma can facilitate early detection or intervention for posttraumatic stress disorder (PTSD) and may also advance our understanding of its biology. Here, we aimed to identify trajectory-based bioma
Autor:
Anthony J. Rosellini, Timothy L. Lash, Jaimie L. Gradus, Isaac R. Galatzer-Levy, Erzsébet Horváth-Puhó, Tammy Jiang, Henrik Toft Sørensen, Amy E. Street
Publikováno v:
Am J Epidemiol
Gradus, J L, Rosellini, A J, Horváth-Puhó, E, Jiang, T, Street, A E, Galatzer-Levy, I, Lash, T L & Sørensen, H T 2021, ' Predicting Sex-Specific Non-Fatal Suicide Attempt Risk Using Machine Learning and Data from Danish National Registries ', American Journal of Epidemiology, vol. 190, no. 12, pp. 2517–2527 . https://doi.org/10.1093/aje/kwab112
Gradus, J L, Rosellini, A J, Horváth-Puhó, E, Jiang, T, Street, A E, Galatzer-Levy, I, Lash, T L & Sørensen, H T 2021, ' Predicting Sex-Specific Non-Fatal Suicide Attempt Risk Using Machine Learning and Data from Danish National Registries ', American Journal of Epidemiology, vol. 190, no. 12, pp. 2517–2527 . https://doi.org/10.1093/aje/kwab112
Suicide attempts are a leading cause of injury globally. Accurate prediction of suicide attempts might offer opportunities for prevention. This case-cohort study used machine learning to examine sex-specific risk profiles for suicide attempts in Dani
Publikováno v:
Psychiatric Annals. 51:14-20
Digital health technologies are advancing characterization of mental health and functioning using objective, sensitive, and scalable tools for measurement of disease. These efforts directly address well-documented issues with traditional clinical ass
Publikováno v:
Digital Biomarkers, Vol 5, Iss 1, Pp 16-23 (2020)
Digit Biomark
Digit Biomark
Background: Alterations in multiple domains of cognition have been observed in individuals who have experienced a traumatic stressor. These domains may provide important insights in identifying underlying neurobiological dysfunction driving an indivi
Autor:
Zhe Sage Chen, Prathamesh (Param) Kulkarni, Isaac R. Galatzer-Levy, Benedetta Bigio, Carla Nasca, Yu Zhang
In light of the National Institute of Mental Health (NIMH)'s Research Domain Criteria (RDoC), the advent of functional neuroimaging, novel technologies and methods provide new opportunities to develop precise and personalized prognosis and diagnosis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7da2716d8c71eb7f7e547c4be67cd529
https://doi.org/10.36227/techrxiv.19502131.v1
https://doi.org/10.36227/techrxiv.19502131.v1
Autor:
Isaac R. Galatzer-Levy, George A. Bonanno, Katharina Schultebraucks, Vijay Yadav, Arieh Y. Shalev
Publikováno v:
Psychological Medicine. 52:957-967
BackgroundVisual and auditory signs of patient functioning have long been used for clinical diagnosis, treatment selection, and prognosis. Direct measurement and quantification of these signals can aim to improve the consistency, sensitivity, and sca