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Identifying probable post-traumatic stress disorder: applying supervised machine learning to data from a UK military cohort
16 references·2 citing·43 second hop
Identifying probable post-traumatic stress disorder: applying supervised machine learning to data from a UK military cohort (2018)Identifying probable post-traumatic stres…Stigma as a Barrier to Seeking Health Care Among Military Personnel With Mental Health Problems (2015)Stigma as a Barrier to Seekin…How well can post-traumatic stress disorder be predicted from pre-trauma risk factors? An exploratory study in the WHO World Mental Health Surveys (2014)How well can post-traumatic s…Diagnostic and Statistical Manual of Mental Disorders (2013)Diagnostic and Statistical Ma…What are the consequences of deployment to Iraq and Afghanistan on the mental health of the UK armed forces? A cohort study (2010)What are the consequences of …The diagnostic accuracy of the PTSD Checklist: A critical review (2010)The diagnostic accuracy of th…Relationship of combat experiences to alcohol misuse among U.S. soldiers returning from the Iraq war (2010)Relationship of combat experi…The prevalence of common mental disorders and PTSD in the UK military: using data from a clinical interview-based study (2009)The prevalence of common ment…Mental health consequences of overstretch in the UK armed forces: first phase of a cohort study (2007)Mental health consequences of…The health of UK military personnel who deployed to the 2003 Iraq war: a cohort study (2006)The health of UK military per…PTSD symptom trajectories: From early to chronic response (2006)PTSD symptom trajectories: Fr…The course of PTSD symptoms among Gulf War veterans: A growth mixture modeling approach (2004)The course of PTSD symptoms a…Combat Duty in Iraq and Afghanistan, Mental Health Problems, and Barriers to Care (2004)Combat Duty in Iraq and Afgha…Early predictors of posttraumatic stress disorder (2003)Early predictors of posttraum…An examination of the relationship between chronic pain and post-traumatic stress disorder (2003)An examination of the relatio…The validity of two versions of the GHQ in the WHO study of mental illness in general health care (1997)The validity of two versions …Psychometric properties of the PTSD checklist (PCL) (1996)Psychometric properties of th…Exploring Unsupervised Machine Learning Classification Methods for Physiological Stress Detection (2022)Exploring Unsupervised Machin…Introduction (2020)IntroductionEmotional processing of fear: Exposure to corrective information. 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References

  • 2013Diagnostic and Statistical Manual of Mental Disorders116,254 cited
  • 2004Combat Duty in Iraq and Afghanistan, Mental Health Problems, and Barriers to Care4,774 cited
  • 1996Psychometric properties of the PTSD checklist (PCL)3,996 cited
  • 1997The validity of two versions of the GHQ in the WHO study of mental illness in general health care3,657 cited
  • 2010What are the consequences of deployment to Iraq and Afghanistan on the mental health of the UK armed forces? A cohort study589 cited
  • 2010The diagnostic accuracy of the PTSD Checklist: A critical review546 cited
  • 2006The health of UK military personnel who deployed to the 2003 Iraq war: a cohort study481 cited
  • 2003An examination of the relationship between chronic pain and post-traumatic stress disorder423 cited
  • 2015Stigma as a Barrier to Seeking Health Care Among Military Personnel With Mental Health Problems400 cited
  • 2003Early predictors of posttraumatic stress disorder275 cited
  • 2010Relationship of combat experiences to alcohol misuse among U.S. soldiers returning from the Iraq war257 cited
  • 2014How well can post-traumatic stress disorder be predicted from pre-trauma risk factors? An exploratory study in the WHO World Mental Health Surveys255 cited
  • 2009The prevalence of common mental disorders and PTSD in the UK military: using data from a clinical interview-based study216 cited

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2006
PTSD symptom trajectories: From early to chronic response
169 cited
  • 2007Mental health consequences of overstretch in the UK armed forces: first phase of a cohort study157 cited
  • 2004The course of PTSD symptoms among Gulf War veterans: A growth mixture modeling approach156 cited
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    • 2022Exploring Unsupervised Machine Learning Classification Methods for Physiological Stress Detection54 cited
    • 2020Introduction0 cited