Technological Advancements in Post-Traumatic Stress Disorder Detection: A Survey

被引:3
作者
Farrow, Bathsheba [1 ]
Jayarathna, Sampath [1 ]
机构
[1] Old Dominion Univ, Dept Comp Sci, Norfolk, VA 23529 USA
来源
2019 IEEE 20TH INTERNATIONAL CONFERENCE ON INFORMATION REUSE AND INTEGRATION FOR DATA SCIENCE (IRI 2019) | 2019年
关键词
PTSD; Survey; Eye Tracking; Electroencephalography; HEART-RATE-VARIABILITY; SKIN-CONDUCTANCE; TRAUMA EXPOSURE; PTSD; SLEEP; ASSOCIATION; COGNITION; SYMPTOMS; THREAT;
D O I
10.1109/IRI.2019.00044
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
It is estimated that 70 percent of adults in the United States have experienced some type of traumatic event at least once in their lives and of that, one in five will develop Post-Traumatic Stress Disorder (PTSD) as a result. Although previously thought of as a condition that affects only military combat veterans, it is a psychological condition that can affect people of all ages. PTSD can lead to depression, suicidal thoughts, and other health issues. Therefore, early diagnosis is key to not only saving lives, but also to returning them to normal. However, PTSD symptoms are often ignored or misdiagnosed. Medical professionals and researchers have sought ways to improve the reliability of traditional PTSD symptom detection and classification methods as well as increase the speed at which diagnosis can be made. Various technologies, including heart rate monitors, electroencephalography (EEG), audio recorders, and eye tracking peripherals are now being used to capture and analyze neurological and physiological data to identify markers for the condition. In this survey, we review and present issues with PTSD diagnosis and methods of symptom detection found in current literature. We evaluate the techniques employed, discuss some of the advantages and disadvantages of the technologies utilized, and recommend ways in which data collection and analysis could be improved for increased reliability of PTSD diagnosis in the future.
引用
收藏
页码:223 / 228
页数:6
相关论文
共 43 条
[11]   The validity of the PTSD checklist as a measure of symptomatic change in combat-related PTSD [J].
Forbes, D ;
Creamer, M ;
Biddle, D .
BEHAVIOUR RESEARCH AND THERAPY, 2001, 39 (08) :977-986
[12]  
Fosse R., 2019, PSYCHOSIS TRAUMA DIS, P159
[13]   Distinction in EEG slow oscillations between chronic mild traumatic brain injury and PTSD [J].
Franke, Laura M. ;
Walker, William C. ;
Hoke, Kathy W. ;
Wares, Joanna R. .
INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY, 2016, 106 :21-29
[14]   Association between facial expression and PTSD symptoms among young children exposed to the Great East Japan Earthquake: a pilot study [J].
Fujiwara, Takeo ;
Mizuki, Rie ;
Miki, Takahiro ;
Chemtob, Claude .
FRONTIERS IN PSYCHOLOGY, 2015, 6
[15]   Differences in rapid eye movement (REM) sleep abnormalities between posttraumatic stress disorder (PTSD) and major depressive disorder patients: REM interruption correlated with nightmare complaints in PTSD [J].
Habukawa, Mitsunari ;
Uchimura, Naohisa ;
Maeda, Masaharu ;
Ogi, Kimihiro ;
Hiejima, Hiroshi ;
Kakuma, Tatsuyuki .
SLEEP MEDICINE, 2018, 43 :34-39
[16]   Heart rate variability in response to affective scenes in posttraumatic stress disorder [J].
Hauschildt, Marit ;
Peters, Maarten J. V. ;
Moritz, Steffen ;
Jelinek, Lena .
BIOLOGICAL PSYCHOLOGY, 2011, 88 (2-3) :215-222
[17]   Skin Conductance Response in the Emergency Department Predicts Future PTSD Symptom Severity [J].
Hinrichs, Rebecca ;
van Rooij, Sanne ;
Michopoulos, Vasiliki ;
Rothbaum, Barbara ;
Ressler, Kerry .
BIOLOGICAL PSYCHIATRY, 2018, 83 (09) :S143-S143
[18]   Mobile assessment of heightened skin conductance in posttraumatic stress disorder [J].
Hinrichs, Rebecca ;
Michopoulos, Vasiliki ;
Winters, Sterling ;
Rothbaum, Alex O. ;
Rothbaum, Barbara O. ;
Ressler, Kerry J. ;
Jovanovic, Tanja .
DEPRESSION AND ANXIETY, 2017, 34 (06) :502-507
[19]   More Than Military Sexual Trauma: Interpersonal Violence, PTSD, and Mental Health in Women Veterans [J].
Kelly, Ursula A. ;
Skelton, Kelly ;
Patel, Meghna ;
Bradley, Bekh .
RESEARCH IN NURSING & HEALTH, 2011, 34 (06) :457-467
[20]  
Khan N., 2019, FACTS FICTIONS PTSD