How well can post-traumatic stress disorder be predicted from pre-trauma risk factors? An exploratory study in the WHO World Mental Health Surveys

World Psychiatry

Volumn 13, Issue 3, 2014, Pages 265-274

  Kessler, Ronald C ^a   Rose, Sherri ^a   Koenen, Karestan C ^b   Karam, Elie G ^c   Stang, Paul E ^d   Stein, Dan J ^e   Heeringa, Steven G ^f   Hill, Eric D ^a   Liberzon, Israel ^f   McLaughlin, Katie A ^g   McLean, Samuel A ^h   Pennell, Beth E ^f   Petukhova, Maria ^a   Rosellini, Anthony J ^a   Ruscio, Ayelet M ⁱ   Shahly, Victoria ^a   Shalev, Arieh Y ^j   Silove, Derrick ^k   Zaslavsky, Alan M ^a   Angermeyer, Matthias C ^l   Bromet, Evelyn J ^m   De Almeida, José Miguel Caldas ⁿ   De Girolamo, Giovanni ^o   De Jonge, Peter ^p   Demyttenaere, Koen ^q   Florescu, Silvia E ^r   Gureje, Oye ^s   Haro, Josep Maria ^t   Hinkov, Hristo ^u   Kawakami, Norito ^v   Kovess Masfety, Viviane ^w   Lee, Sing ^x   Medina Mora, Maria Elena ^y   Murphy, Samuel D ^z   Navarro Mateu, Fernando ^aa   Piazza, Marina ^ab   Posada Villa, Jose ^ac   Scott, Kate ^ad   Torres, Yolanda ^ae   Viana, Maria Carmen ^af   more..

^a HARVARD MEDICAL SCHOOL   (United States)

^b Mailman School of Public Health   (United States)

^c UNIVERSITY OF BALAMAND   (Lebanon)

^d JANSSEN RESEARCH AND DEVELOPMENT   (United States)

^e UNIVERSITY OF CAPE TOWN   (South Africa)

^f UNIVERSITY OF MICHIGAN   (United States)

^g UNIVERSITY OF WASHINGTON   (United States)

^h UNIVERSITY OF NORTH CAROLINA   (United States)

ⁱ UNIVERSITY OF PENNSYLVANIA   (United States)

^j HADASSAH HEBREW UNIVERSITY MEDICAL CENTER   (Israel)

^k UNIVERSITY OF NEW SOUTH WALES   (Australia)

^l Center for Public Mental Health   (Austria)

^m STONY BROOK UNIVERSITY   (United States)

ⁿ UNIVERSIDADE NOVA DE LISBOA   (Portugal)

^o IRCCS ISTITUTO CENTRO SAN GIOVANNI DI DIO FATEBENEFRATELLI   (Italy)

^p UNIVERSITY OF GRONINGEN   (Netherlands)

^q UNIVERSITY HOSPITALS LEUVEN   (Belgium)

^r NATIONAL SCHOOL OF PUBLIC HEALTH   (Romania)

^s UNIVERSITY OF IBADAN   (Nigeria)

^t PARC SANITARI SANT JOAN DE DÉU   (Spain)

^u National Center of Public Health Protection Bulgaria   (Bulgaria)

^v UNIVERSITY OF TOKYO   (Japan)

^w UNIVERSITÉ PARIS DESCARTES   (France)

^x CHINESE UNIVERSITY OF HONG KONG   (Hong Kong)

^y INSTITUTO NACIONAL DE PSIQUIATRÍA RAMÓN DE LA FUENTE MUÑIZ   (Mexico)

^z UNIVERSITY OF ULSTER   (United Kingdom)

^aa CIBER EPIDEMIOLOGÍA Y SALUD PÚBLICA CIBERESP   (Spain)

^ab UNIVERSIDAD PERUANA CAYETANO HEREDIA   (Peru)

^ac Universidad Colegio Mayor de Cundinamarca   (Colombia)

^ad UNIVERSITY OF OTAGO   (New Zealand)

^ae Center for Excellence on Research in Mental Health Medellin   (Colombia)

^af FEDERAL UNIVERSITY OF ESPÍRITO SANTO   (Brazil)

more..

Author keywords

Machine learning; Penalized regression; Post traumatic stress disorder; Predictive modeling; Random forests; Ridge regression

Indexed keywords

ADULT; ALGORITHM; AREA UNDER THE CURVE; ARTICLE; CONTROLLED STUDY; DSM-IV; EXPERIENCE; EXPLORATORY RESEARCH; FEMALE; HEALTH SURVEY; HUMAN; INJURY; MACHINE LEARNING; MAJOR CLINICAL STUDY; MALE; MENTAL HEALTH; POSTTRAUMATIC STRESS DISORDER; PREDICTION; PREDICTIVE VALUE; PREVALENCE; RECEIVER OPERATING CHARACTERISTIC; RISK ASSESSMENT; SEXUAL ASSAULT; STRUCTURED CLINICAL INTERVIEW FOR DSM DISORDERS; TRAUMATIC EXPERIENCE; WORLD HEALTH ORGANIZATION;

EID: 84908086547     PISSN: 17238617     EISSN: 20515545     Source Type: Journal    
DOI: 10.1002/wps.20150     Document Type: Article

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