F38. Forecasting the Course of Post-Traumatic Stress Following Emergency Room Admission: A Machine Learning Approach

Emergency Room Admission ◽

A MACHINE LEARNING APPROACH TO IDENTIFYING PREGNANT WOMEN'S RISK FOR PERSISTENT POST-TRAUMATIC STRESS FOLLOWING CHILDBIRTH

Journal of Affective Disorders ◽

10.1016/j.jad.2021.09.014 ◽

2021 ◽

Author(s):

Sofie Rousseau ◽

Inbal Shlomi Polachek ◽

Tahl I. Frenkel

Keyword(s):

Machine Learning ◽

Traumatic Stress ◽

Learning Approach ◽

Post Traumatic Stress ◽

Continuous monitoring and detection of post-traumatic stress disorder (PTSD) triggers among veterans: A supervised machine learning approach

IISE Transactions on Healthcare Systems Engineering ◽

10.1080/24725579.2019.1583703 ◽

2019 ◽

Vol 9 (3) ◽

pp. 201-211 ◽

Cited By ~ 7

Author(s):

Anthony D. McDonald ◽

Farzan Sasangohar ◽

Ashish Jatav ◽

Arjun H. Rao

Keyword(s):

Machine Learning ◽

Traumatic Stress ◽

Continuous Monitoring ◽

Stress Disorder ◽

Supervised Machine Learning ◽

Learning Approach ◽

Post Traumatic Stress ◽

The Impact of Psychopathology, Social Adversity and Stress-relevant DNAm on Prospective Risk for Post-traumatic Stress: A Machine Learning Approach

Journal of Affective Disorders ◽

10.1016/j.jad.2020.12.076 ◽

2020 ◽

Author(s):

Agaz H. Wani ◽

Allison E. Aiello ◽

Grace S. Kim ◽

Fei Xue ◽

Chantel L. Martin ◽

...

Keyword(s):

Machine Learning ◽

Traumatic Stress ◽

Learning Approach ◽

Post Traumatic Stress ◽

Social Adversity ◽

Post Traumatic ◽

Prospective Risk ◽

The Impact

Prediction of in-hospital mortality in patients with post traumatic brain injury using National Trauma Registry and Machine Learning Approach

Scandinavian Journal of Trauma Resuscitation and Emergency Medicine ◽

10.1186/s13049-020-00738-5 ◽

2020 ◽

Vol 28 (1) ◽

Author(s):

Ahmad Abujaber ◽

Adam Fadlalla ◽

Diala Gammoh ◽

Husham Abdelrahman ◽

Monira Mollazehi ◽

...

Keyword(s):

Machine Learning ◽

Traumatic Brain Injury ◽

Brain Injury ◽

Hospital Mortality ◽

Trauma Registry ◽

Learning Approach ◽

National Trauma ◽

A Deep Transfer Learning Approach for Improved Post-Traumatic Stress Disorder Diagnosis

2017 IEEE International Conference on Data Mining (ICDM) ◽

10.1109/icdm.2017.10 ◽

2017 ◽

Cited By ~ 14

Author(s):

Debrup Banerjee ◽

Kazi Islam ◽

Gang Mei ◽

Lemin Xiao ◽

Guangfan Zhang ◽

...

Keyword(s):

Transfer Learning ◽

Traumatic Stress ◽

Stress Disorder ◽

Learning Approach ◽

Post Traumatic Stress ◽

Identifying probable post-traumatic stress disorder: applying supervised machine learning to data from a UK military cohort

Journal of Mental Health ◽

10.1080/09638237.2018.1521946 ◽

2018 ◽

Vol 28 (1) ◽

pp. 34-41 ◽

Cited By ~ 20

Author(s):

Daniel Leightley ◽

Victoria Williamson ◽

John Darby ◽

Nicola T. Fear

Keyword(s):

Machine Learning ◽

Traumatic Stress ◽

Stress Disorder ◽

Supervised Machine Learning ◽

Post Traumatic Stress ◽

2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA) ◽

An alternative evaluation of post traumatic stress disorder with machine learning methods

10.1109/inista.2015.7276754 ◽

2015 ◽

Cited By ~ 7

Author(s):

Sevinc Ilhan Omurca ◽

Ekin Ekinci

Keyword(s):

Machine Learning ◽

Traumatic Stress ◽

Stress Disorder ◽

Post Traumatic Stress ◽

Learning Methods ◽

Alternative Evaluation ◽

Machine Learning Methods ◽

Machine-learning-based classification between post-traumatic stress disorder and major depressive disorder using P300 features

NeuroImage Clinical ◽

10.1016/j.nicl.2019.102001 ◽

2019 ◽

Vol 24 ◽

pp. 102001 ◽

Cited By ~ 3

Author(s):

Miseon Shim ◽

Min Jin Jin ◽

Chang-Hwan Im ◽

Seung-Hwan Lee

Keyword(s):

Machine Learning ◽

Major Depressive Disorder ◽

Depressive Disorder ◽

Traumatic Stress ◽

Stress Disorder ◽

Post Traumatic Stress ◽

Major Depressive ◽

Machine-learning-based classification between post-traumatic stress disorder and major depressive disorder using P300 features

IBRO Reports ◽

10.1016/j.ibror.2019.07.1671 ◽

2019 ◽

Vol 6 ◽

pp. S536-S537

Author(s):

Miseon Shim ◽

Min Jin Jin ◽

Chang-Hwan Im ◽

Seung-Hwan Lee

Keyword(s):

Machine Learning ◽

Major Depressive Disorder ◽

Depressive Disorder ◽

Traumatic Stress ◽

Stress Disorder ◽

Post Traumatic Stress ◽

Major Depressive ◽

A deep transfer learning approach for improved post-traumatic stress disorder diagnosis

Knowledge and Information Systems ◽

10.1007/s10115-019-01337-2 ◽

2019 ◽

Vol 60 (3) ◽

pp. 1693-1724 ◽

Cited By ~ 5

Author(s):

Debrup Banerjee ◽

Kazi Islam ◽

Keyi Xue ◽

Gang Mei ◽

Lemin Xiao ◽

...

Keyword(s):

Transfer Learning ◽

Traumatic Stress ◽

Stress Disorder ◽

Learning Approach ◽

Post Traumatic Stress ◽