Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning

Adam Horwitz; Kaitlyn McCarthy; Stacey L. House; Francesca L. Beaudoin; Xinming An; Thomas C. Neylan; Gari D. Clifford; Sarah D. Linnstaedt; Laura T. Germine; Scott L. Rauch; John P. Haran; Alan B. Storrow; Christopher Lewandowski; Paul I. Musey; Phyllis L. Hendry; Sophia Sheikh; Christopher W. Jones; Brittany E. Punches; Robert A. Swor; Lauren A. Hudak; Jose L. Pascual; Mark J. Seamon; Erica Harris; Claire Pearson; David A. Peak; Robert M. Domeier; Niels K. Rathlev; Paulina Sergot; Leon D. Sanchez; Steven E. Bruce; Jutta Joormann; Steven E. Harte; Karestan C. Koenen; Samuel A. McLean; Srijan Sen

doi:10.1016/j.janxdis.2024.102876

Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning

Adam Horwitz, Kaitlyn McCarthy, Stacey L. House, Francesca L. Beaudoin, Xinming An, Thomas C. Neylan, Gari D. Clifford, Sarah D. Linnstaedt, Laura T. Germine, Scott L. Rauch, John P. Haran, Alan B. Storrow, Christopher Lewandowski, Paul I. Musey, Phyllis L. Hendry, Sophia Sheikh, Christopher W. Jones, Brittany E. Punches, Robert A. Swor, Lauren A. HudakJose L. Pascual, Mark J. Seamon, Erica Harris, Claire Pearson, David A. Peak, Robert M. Domeier, Niels K. Rathlev, Paulina Sergot, Leon D. Sanchez, Steven E. Bruce, Jutta Joormann, Steven E. Harte, Karestan C. Koenen, Samuel A. McLean, Srijan Sen

Research output: Contribution to journal › Article › peer-review

Original language	English
Article number	102876
Journal	Journal of Anxiety Disorders
Volume	104
DOIs	https://doi.org/10.1016/j.janxdis.2024.102876
State	Published - Jun 2024

ASJC Scopus Subject Areas

Clinical Psychology
Psychiatry and Mental health

Keywords

Emergency services
Machine learning
Mobile assessment
Posttraumatic stress disorder
Trauma

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10.1016/j.janxdis.2024.102876

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Horwitz, A., McCarthy, K., House, S. L., Beaudoin, F. L., An, X., Neylan, T. C., Clifford, G. D., Linnstaedt, S. D., Germine, L. T., Rauch, S. L., Haran, J. P., Storrow, A. B., Lewandowski, C., Musey, P. I., Hendry, P. L., Sheikh, S., Jones, C. W., Punches, B. E., Swor, R. A., ... Sen, S. (2024). Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning. Journal of Anxiety Disorders, 104, Article 102876. https://doi.org/10.1016/j.janxdis.2024.102876

Horwitz, A, McCarthy, K, House, SL, Beaudoin, FL, An, X, Neylan, TC, Clifford, GD, Linnstaedt, SD, Germine, LT, Rauch, SL, Haran, JP, Storrow, AB, Lewandowski, C, Musey, PI, Hendry, PL, Sheikh, S, Jones, CW, Punches, BE, Swor, RA, Hudak, LA, Pascual, JL, Seamon, MJ, Harris, E, Pearson, C, Peak, DA, Domeier, RM, Rathlev, NK, Sergot, P, Sanchez, LD, Bruce, SE, Joormann, J, Harte, SE, Koenen, KC, McLean, SA & Sen, S 2024, 'Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning', Journal of Anxiety Disorders, vol. 104, 102876. https://doi.org/10.1016/j.janxdis.2024.102876

@article{02e98eb02f9247839815cea76f0a5ce0,

title = "Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning",

keywords = "Emergency services, Machine learning, Mobile assessment, Posttraumatic stress disorder, Trauma",

author = "Adam Horwitz and Kaitlyn McCarthy and House, \{Stacey L.\} and Beaudoin, \{Francesca L.\} and Xinming An and Neylan, \{Thomas C.\} and Clifford, \{Gari D.\} and Linnstaedt, \{Sarah D.\} and Germine, \{Laura T.\} and Rauch, \{Scott L.\} and Haran, \{John P.\} and Storrow, \{Alan B.\} and Christopher Lewandowski and Musey, \{Paul I.\} and Hendry, \{Phyllis L.\} and Sophia Sheikh and Jones, \{Christopher W.\} and Punches, \{Brittany E.\} and Swor, \{Robert A.\} and Hudak, \{Lauren A.\} and Pascual, \{Jose L.\} and Seamon, \{Mark J.\} and Erica Harris and Claire Pearson and Peak, \{David A.\} and Domeier, \{Robert M.\} and Rathlev, \{Niels K.\} and Paulina Sergot and Sanchez, \{Leon D.\} and Bruce, \{Steven E.\} and Jutta Joormann and Harte, \{Steven E.\} and Koenen, \{Karestan C.\} and McLean, \{Samuel A.\} and Srijan Sen",

note = "Publisher Copyright: {\textcopyright} 2024 Elsevier Ltd",

year = "2024",

month = jun,

doi = "10.1016/j.janxdis.2024.102876",

language = "English",

volume = "104",

journal = "Journal of Anxiety Disorders",

issn = "0887-6185",

}

TY - JOUR

T1 - Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning

AU - Horwitz, Adam

AU - McCarthy, Kaitlyn

AU - House, Stacey L.

AU - Beaudoin, Francesca L.

AU - An, Xinming

AU - Neylan, Thomas C.

AU - Clifford, Gari D.

AU - Linnstaedt, Sarah D.

AU - Germine, Laura T.

AU - Rauch, Scott L.

AU - Haran, John P.

AU - Storrow, Alan B.

AU - Lewandowski, Christopher

AU - Musey, Paul I.

AU - Hendry, Phyllis L.

AU - Sheikh, Sophia

AU - Jones, Christopher W.

AU - Punches, Brittany E.

AU - Swor, Robert A.

AU - Hudak, Lauren A.

AU - Pascual, Jose L.

AU - Seamon, Mark J.

AU - Harris, Erica

AU - Pearson, Claire

AU - Peak, David A.

AU - Domeier, Robert M.

AU - Rathlev, Niels K.

AU - Sergot, Paulina

AU - Sanchez, Leon D.

AU - Bruce, Steven E.

AU - Joormann, Jutta

AU - Harte, Steven E.

AU - Koenen, Karestan C.

AU - McLean, Samuel A.

AU - Sen, Srijan

PY - 2024/6

Y1 - 2024/6

KW - Emergency services

KW - Machine learning

KW - Mobile assessment

KW - Posttraumatic stress disorder

KW - Trauma

UR - https://www.scopus.com/pages/publications/85192320439

UR - https://www.scopus.com/inward/citedby.url?scp=85192320439&partnerID=8YFLogxK

U2 - 10.1016/j.janxdis.2024.102876

DO - 10.1016/j.janxdis.2024.102876

M3 - Article

C2 - 38723405

AN - SCOPUS:85192320439

SN - 0887-6185

VL - 104

JO - Journal of Anxiety Disorders

JF - Journal of Anxiety Disorders

M1 - 102876

ER -

Intensive longitudinal assessment following index trauma to predict development of PTSD using machine learning

ASJC Scopus Subject Areas

Keywords

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