Literature DB >> 27091309

Letter to the Editor: Suicide as a complex classification problem: machine learning and related techniques can advance suicide prediction - a reply to Roaldset (2016).

J D Ribeiro1, J C Franklin1, K R Fox2, K H Bentley3, E M Kleiman2, B P Chang4, M K Nock2.   

Abstract

Mesh：

Year:  2016        PMID： 27091309     DOI： 10.1017/S0033291716000611

Source DB:  PubMed          Journal:  Psychol Med        ISSN： 0033-2917            Impact factor:   7.723


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  15 in total

1.  A direct comparison of theory-driven and machine learning prediction of suicide: A meta-analysis.

Authors:  Katherine M Schafer; Grace Kennedy; Austin Gallyer; Philip Resnik
Journal:  PLoS One       Date:  2021-04-12       Impact factor: 3.240

Review 2.  Does Body Mass Index Confer Risk for Future Suicidal Thoughts and Behaviors? A Meta-analysis of Longitudinal Studies.

Authors:  Lauren M Harris; Catherine E Broshek; Jessica D Ribeiro
Journal:  Curr Obes Rep       Date:  2022-02-16

3.  Can cognition help predict suicide risk in patients with major depressive disorder? A machine learning study.

Authors:  Shuqiong Zheng; Weixiong Zeng; Qianqian Xin; Youran Ye; Xiang Xue; Enze Li; Ting Liu; Na Yan; Weiguo Chen; Honglei Yin
Journal:  BMC Psychiatry       Date:  2022-09-01       Impact factor: 4.144

4.  Behavioral Modeling for Mental Health using Machine Learning Algorithms.

Authors:  M Srividya; S Mohanavalli; N Bhalaji
Journal:  J Med Syst       Date:  2018-04-03       Impact factor: 4.460

5.  Demographics as predictors of suicidal thoughts and behaviors: A meta-analysis.

Authors:  Xieyining Huang; Jessica D Ribeiro; Katherine M Musacchio; Joseph C Franklin
Journal:  PLoS One       Date:  2017-07-10       Impact factor: 3.240

6.  Detection of Suicide Attempters among Suicide Ideators Using Machine Learning.

Authors:  Seunghyong Ryu; Hyeongrae Lee; Dong-Kyun Lee; Sung-Wan Kim; Chul-Eung Kim
Journal:  Psychiatry Investig       Date:  2019-08-21       Impact factor: 2.505

7.  The Differences Between Individuals Engaging in Nonsuicidal Self-Injury and Suicide Attempt Are Complex (vs. Complicated or Simple).

Authors:  Xieyining Huang; Jessica D Ribeiro; Joseph C Franklin
Journal:  Front Psychiatry       Date:  2020-04-07       Impact factor: 4.157

8.  Suicide Models and Treatment Models Are Separate Entities. What Does It Mean for Clinical Suicide Prevention?

Authors:  Konrad Michel
Journal:  Int J Environ Res Public Health       Date:  2021-05-17       Impact factor: 3.390

9.  Use of a Machine Learning Algorithm to Predict Individuals with Suicide Ideation in the General Population.

Authors:  Seunghyong Ryu; Hyeongrae Lee; Dong-Kyun Lee; Kyeongwoo Park
Journal:  Psychiatry Investig       Date:  2018-10-11       Impact factor: 2.505

10.  Deep neural networks detect suicide risk from textual facebook posts.

Authors:  Yaakov Ophir; Refael Tikochinski; Christa S C Asterhan; Itay Sisso; Roi Reichart
Journal:  Sci Rep       Date:  2020-10-07       Impact factor: 4.379
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