1 |
Jeon HJ, Woo JM, Kim HJ, Fava M, Mischoulon D, Cho SJ, et al. Gender differences in somatic symptoms and current suicidal risk in outpatients with major depressive disorder. Psychiatry Investig 2016;13:609-615.
DOI
|
2 |
Ahmedani BK, Peterson EL, Hu Y, Rossom RC, Lynch F, Lu CY, et al. Major Physical Health Conditions and Risk of Suicide. Am J Prev Med 2017;53:308-315.
DOI
|
3 |
Lee H, Seol KH, Kim JW. Age and sex-related differences in risk factors for elderly suicide: differentiating between suicide ideation and attempts. Int J Geriatr Psychiatry 2018;33:e300-e306.
DOI
|
4 |
Sugawara N, Yasui-Furukori N, Sasaki G, Tanaka O, Umeda T, Takahashi I, et al. Gender differences in factors associated with suicidal ideation and depressive symptoms among middle-aged workers in Japan. Ind Health 2013;51:202-213.
DOI
|
5 |
Kimura T, Iso H, Honjo K, Ikehara S, Sawada N, Iwasaki M, et al. Educational Levels and Risk of Suicide in Japan: The Japan Public Health Center Study (JPHC) Cohort I. J Epidemiol 2016;26:315-321.
DOI
|
6 |
Kim SY, Shin DW, Oh KS, Kim EJ, Park YR, Shin YC, et al. Gender differences of occupational stress associated with suicidal ideation among South Korean employees: the Kangbuk Samsung Health Study. Psychiatry Investig 2018;15:156-163.
DOI
|
7 |
Yoon CG, Bae KJ, Kang MY, Yoon JH. Is suicidal ideation linked to working hours and shift work in Korea? J Occup Health 2015;57:222-229.
DOI
|
8 |
Statistics Korea. Annual Report on the Cause of Death Statistics 2016. Daejeon: Statistics Korea; 2017.
|
9 |
OECD. OECD Health Statistics 2017. Available at: https://stats.oecd.org/Index.aspx?DataSetCode=HEALTH_STAT. Accessed June 17, 2018.
|
10 |
Kim WJ, Song YJ, Ryu HS, Ryu V, Kim JM, Ha RY, et al. Internalized stigma and its psychosocial correlates in Korean patients with serious mental illness. Psychiatry Res 2015;225:433-439.
DOI
|
11 |
Zalsman G, Hawton K, Wasserman D, van Heeringen K, Arensman E, Sarchiapone M, et al. Suicide prevention strategies revisited: 10-year systematic review. Lancet Psychiatry 2016;3:646-659.
DOI
|
12 |
Arsenault-Lapierre G, Kim C, Turecki G. Psychiatric diagnoses in 3275 suicides: a meta-analysis. BMC Psychiatry 2004;4:37.
DOI
|
13 |
Conwell Y, Duberstein PR, Cox C, Herrmann JH, Forbes NT, Caine ED. Relationships of age and axis I diagnoses in victims of completed suicide: a psychological autopsy study. Am J Psychiatry 1996;153:1001-1008.
DOI
|
14 |
Korea Psychological Autopsy Center. Psychological Autopsy Report. Available at: http://www.mohw.go.kr/react/al/sal0301vw.jsp?PAR_MENU_ID=04&MENU_ID=0403&page=1&CONT_SEQ=344726. Acessed Jun 17, 2018.
|
15 |
Valtonen H, Suominen K, Mantere O, Leppamaki S, Arvilommi P, Isometsa ET. Suicidal ideation and attempts in bipolar I and II disorders. J Clin Psychiatry 2005;66:1456-1462.
DOI
|
16 |
Ministry of Health and Welfare. The Survey of Mental Disorders in Korea 2016. Sejong: Ministry of Health and Welfare; 2017.
|
17 |
Nock MK, Borges G, Bromet EJ, Alonso J, Angermeyer M, Beautrais A, et al. Cross-national prevalence and risk factors for suicidal ideation, plans and attempts. Br J Psychiatry 2008;192:98-105.
DOI
|
18 |
May AM, Klonsky ED, Klein DN. Predicting future suicide attempts among depressed suicide ideators: a 10-year longitudinal study. J Psychiatr Res 2012;46:946-952.
DOI
|
19 |
Miranda R, Ortin A, Scott M, Shaffer D. Characteristics of suicidal ideation that predict the transition to future suicide attempts in adolescents. J Child Psychol Psychiatry 2014;55:1288-1296.
DOI
|
20 |
Chellappa SL, Araujo JF. Sleep disorders and suicidal ideation in patients with depressive disorder. Psychiatry Res 2007;153:131-136.
DOI
|
21 |
Jeon HJ, Lee JY, Lee YM, Hong JP, Won SH, Cho SJ, et al. Lifetime prevalence and correlates of suicidal ideation, plan, and single and multiple attempts in a Korean nationwide study. J Nerv Ment Dis 2010;198:643-646.
DOI
|
22 |
Ribeiro JD, Franklin JC, Fox KR, Bentley KH, Kleiman EM, Chang BP, et al. Letter to the Editor: suicide as a complex classification problem: machine learning and related techniques can advance suicide prediction - a reply to Roaldset (2016). Psychol Med 2016;46:2009-2010.
DOI
|
23 |
Obermeyer Z, Emanuel EJ. Predicting the future - big data, machine learning, and clinical medicine. N Engl J Med 2016;375:1216-1219.
DOI
|
24 |
Choi SB, Lee W, Yoon JH, Won JU, Kim DW. Ten-year prediction of suicide death using Cox regression and machine learning in a nationwide retrospective cohort study in South Korea. J Affect Disord 2018;231:8-14.
DOI
|
25 |
Li DC, Liu CW, Hu SC. A learning method for the class imbalance problem with medical data sets. Comput Biol Med 2010;40:509-518.
DOI
|
26 |
Bolton JM, Gunnell D, Turecki G. Suicide risk assessment and intervention in people with mental illness. BMJ 2015;351:h4978.
DOI
|
27 |
Ghasemi P, Shaghaghi A, Allahverdipour H. Measurement scales of suicidal ideation and attitudes: a systematic review article. Health Promot Perspect 2015;5:156-168.
DOI
|
28 |
Passos IC, Mwangi B, Cao B, Hamilton JE, Wu MJ, Zhang XY, et al. Identifying a clinical signature of suicidality among patients with mood disorders: A pilot study using a machine learning approach. J Affect Disord 2016;193:109-116.
DOI
|
29 |
Oh J, Yun K, Hwang JH, Chae JH. Classification of suicide attempts through a machine learning algorithm based on multiple systemic psychiatric scales. Front Psychiatry 2017;8:192.
DOI
|
30 |
Altman N, Krzywinski M. The curse(s) of dimensionality. Nat Methods 2018;15:399-400.
DOI
|
31 |
Grover KE, Green KL, Pettit JW, Monteith LL, Garza MJ, Venta A. Problem solving moderates the effects of life event stress and chronic stress on suicidal behaviors in adolescence. J Clin Psychol 2009;65:1281-1290.
DOI
|
32 |
Kweon S, Kim Y, Jang MJ, Kim Y, Kim K, Choi S, et al. Data resource profile: the Korea National Health and Nutrition Examination Survey (KNHANES). Int J Epidemiol 2014;43:69-77.
DOI
|
33 |
Druss B, Pincus H. Suicidal ideation and suicide attempts in general medical illnesses. Arch Intern Med 2000;160:1522-1526.
DOI
|
34 |
Tsutsumi A, Kayaba K, Ojima T, Ishikawa S, Kawakami N; Jichi Medical School Cohort Study Group. Low control at work and the risk of suicide in Japanese men: a prospective cohort study. Psychother Psychosom 2007;76:177-185.
DOI
|