PUB - Publikationen an der Universität Bielefeld

Random forests
Breiman L.., 2001

Previous exposure to trauma and PTSD effects of subsequent trauma: results from the Detroit Area Survey of Trauma.
Breslau N, Chilcoat HD, Kessler RC, Davis GC., Am J Psychiatry 156(6), 1999
PMID: 10360130

Amygdala and ventral anterior cingulate activation predicts treatment response to cognitive behaviour therapy for post-traumatic stress disorder.
Bryant RA, Felmingham K, Kemp A, Das P, Hughes G, Peduto A, Williams L., Psychol Med 38(4), 2007
PMID: 18005496

Preliminary evidence of the short allele of the serotonin transporter gene predicting poor response to cognitive behavior therapy in posttraumatic stress disorder.
Bryant RA, Felmingham KL, Falconer EM, Pe Benito L, Dobson-Stone C, Pierce KD, Schofield PR., Biol. Psychiatry 67(12), 2010
PMID: 20434135

Considering trauma exposure in the context of genetics studies of posttraumatic stress disorder: a systematic review.
Digangi J, Guffanti G, McLaughlin KA, Koenen KC., Biol Mood Anxiety Disord 3(1), 2013
PMID: 23282179

Validation of a mental health assessment in an African conflict population.
Ertl V, Pfeiffer A, Saile R, Schauer E, Elbert T, Neuner F., Psychol Assess 22(2), 2010
PMID: 20528059

The brain-derived neurotrophic factor Val66Met polymorphism predicts response to exposure therapy in posttraumatic stress disorder.
Felmingham KL, Dobson-Stone C, Schofield PR, Quirk GJ, Bryant RA., Biol. Psychiatry 73(11), 2013
PMID: 23312562

Traumatic events and their relative PTSD burden in Northern Ireland: a consideration of the impact of the 'Troubles'.
Ferry F, Bunting B, Murphy S, O'Neill S, Stein D, Koenen K., Soc Psychiatry Psychiatr Epidemiol 49(3), 2014
PMID: 23959590

The validation of a self-report measure of posttraumatic stress disorder: The posttraumatic diagnostic scale
Foa E., Cashman L., Jaycox L., Perry K.., 1997

Regularization Paths for Generalized Linear Models via Coordinate Descent.
Friedman J, Hastie T, Tibshirani R., J Stat Softw 33(1), 2010
PMID: 20808728

Large-scale bayesian logistic regression for text categorization
Genkin A., Lewis D., Madigan D.., 2007

The association of traumatic experiences and posttraumatic stress disorder with physical morbidity in old age: a German population-based study.
Glaesmer H, Brahler E, Gundel H, Riedel-Heller SG., Psychosom Med 73(5), 2011
PMID: 21636658

Receiver Operating Characteristic (ROC) Curve Analysis for Medical Diagnostic Test Evaluation.
Hajian-Tilaki K., Caspian J Intern Med 4(2), 2013
PMID: 24009950

Post-traumatic stress disorder: the role of trauma, pre-existing psychiatric disorders, and gender.
Hapke U, Schumann A, Rumpf HJ, John U, Meyer C., Eur Arch Psychiatry Clin Neurosci 256(5), 2006
PMID: 16783498

Hastie T., Tibshirani R., Friedman J.., 2009

AUTHOR UNKNOWN, 2015

Emotion and cognition interactions in PTSD: a review of neurocognitive and neuroimaging studies.
Hayes JP, Vanelzakker MB, Shin LM., Front Integr Neurosci 6(), 2012
PMID: 23087624

How correlations influence lasso prediction
Hebiri M., Lederer J.., 2012

Perceived threat to life predicts posttraumatic stress disorder after major trauma: risk factors and functional outcome.
Holbrook TL, Hoyt DB, Stein MB, Sieber WJ., J Trauma 51(2), 2001
PMID: 11493786

Survival ensembles.
Hothorn T, Buhlmann P, Dudoit S, Molinaro A, van der Laan MJ., Biostatistics 7(3), 2005
PMID: 16344280

The role of personality traits in posttraumatic stress disorder (PTSD).
Jaksic N, Brajkovic L, Ivezic E, Topic R, Jakovljevic M., Psychiatr Danub 24(3), 2012
PMID: 23013628

Posttraumatic stress disorder as a risk factor for suicidal ideation in Iraq and Afghanistan War veterans.
Jakupcak M, Cook J, Imel Z, Fontana A, Rosenheck R, McFall M., J Trauma Stress 22(4), 2009
PMID: 19626682

DSM-5 personality traits discriminate between posttraumatic stress disorder and control groups.
James LM, Anders SL, Peterson CK, Engdahl BE, Krueger RF, Georgopoulos AP., Exp Brain Res 233(7), 2015
PMID: 25862564

How well can post-traumatic stress disorder be predicted from pre-trauma risk factors? An exploratory study in the WHO World Mental Health Surveys.
Kessler RC, Rose S, Koenen KC, Karam EG, Stang PE, Stein DJ, Heeringa SG, Hill ED, Liberzon I, McLaughlin KA, McLean SA, Pennell BE, Petukhova M, Rosellini AJ, Ruscio AM, Shahly V, Shalev AY, Silove D, Zaslavsky AM, Angermeyer MC, Bromet EJ, de Almeida JM, de Girolamo G, de Jonge P, Demyttenaere K, Florescu SE, Gureje O, Haro JM, Hinkov H, Kawakami N, Kovess-Masfety V, Lee S, Medina-Mora ME, Murphy SD, Navarro-Mateu F, Piazza M, Posada-Villa J, Scott K, Torres Y, Carmen Viana M., World Psychiatry 13(3), 2014
PMID: 25273300

Violent Offending Promotes Appetitive Aggression Rather than Posttraumatic Stress-A Replication Study with Burundian Ex-Combatants.
Kobach A, Nandi C, Crombach A, Bambonye M, Westner B, Elbert T., Front Psychol 6(), 2015
PMID: 26696913

Combat high or traumatic stress: violent offending is associated with appetitive aggression but not with symptoms of traumatic stress.
Kobach A, Schaal S, Elbert T., Front Psychol 5(), 2014
PMID: 25709586

Spontaneous remission from PTSD depends on the number of traumatic event types experienced
Kolassa I., Ertl V., Kolassa S., Onyut L., Elbert T.., 2010

The weight of traumatic stress: a prospective study of posttraumatic stress disorder symptoms and weight status in women.
Kubzansky LD, Bordelois P, Jun HJ, Roberts AL, Cerda M, Bluestone N, Koenen KC., JAMA Psychiatry 71(1), 2014
PMID: 24258147

Event-list construction and treatment of exposure data in research on political violence.
Netland M., J Trauma Stress 18(5), 2005
PMID: 16281249

Translational evidence for a role of endocannabinoids in the etiology and treatment of posttraumatic stress disorder.
Neumeister A, Seidel J, Ragen BJ, Pietrzak RH., Psychoneuroendocrinology 51(), 2014
PMID: 25456347

Psychological trauma and evidence for enhanced vulnerability for posttraumatic stress disorder through previous trauma among West Nile refugees.
Neuner F, Schauer M, Karunakara U, Klaschik C, Robert C, Elbert T., BMC Psychiatry 4(), 2004
PMID: 15504233

The generalized LASSO.
Roth V., IEEE Trans Neural Netw 15(1), 2004
PMID: 15387244

AUTHOR UNKNOWN, 2015

Risk factors for the development of psychopathology following trauma.
Sayed S, Iacoviello BM, Charney DS., Curr Psychiatry Rep 17(8), 2015
PMID: 26206108

PTSD and the “building block” effect of psychological trauma among West Nile africans
Schauer M., Neuner F., Karunakara U., Klaschik C., Robert C., Elbert T.., 2003

Hair cortisol concentrations and cortisol stress reactivity predict PTSD symptom increase after trauma exposure during military deployment.
Steudte-Schmiedgen S, Stalder T, Schonfeld S, Wittchen HU, Trautmann S, Alexander N, Miller R, Kirschbaum C., Psychoneuroendocrinology 59(), 2015
PMID: 26072152

Conditional variable importance for random forests.
Strobl C, Boulesteix AL, Kneib T, Augustin T, Zeileis A., BMC Bioinformatics 9(), 2008
PMID: 18620558

Bias in random forest variable importance measures: illustrations, sources and a solution.
Strobl C, Boulesteix AL, Zeileis A, Hothorn T., BMC Bioinformatics 8(), 2007
PMID: 17254353

Regression shrinkage and selection via the lasso
Tibshirani R.., 1996

AUTHOR UNKNOWN, 2015

Predicting PTSD: pre-existing vulnerabilities in glucocorticoid-signaling and implications for preventive interventions.
van Zuiden M, Kavelaars A, Geuze E, Olff M, Heijnen CJ., Brain Behav. Immun. 30(), 2012
PMID: 22981834

The formation of a neural fear network in posttraumatic stress disorder: Insights from molecular genetics
Wilker S., Kolassa I.., 2013

The role of FKBP5 genotype in moderating long-term effectiveness of exposure-based psychotherapy for posttraumatic stress disorder.
Wilker S, Pfeiffer A, Kolassa S, Elbert T, Lingenfelder B, Ovuga E, Papassotiropoulos A, de Quervain D, Kolassa IT., Transl Psychiatry 4(), 2014
PMID: 24959896

How to quantify exposure to traumatic stress? Reliability and predictive validity of measures for cumulative trauma exposure in a post-conflict population.
Wilker S, Pfeiffer A, Kolassa S, Koslowski D, Elbert T, Kolassa IT., Eur J Psychotraumatol 6(), 2015
PMID: 26589255