Knowledge-aware Assessment of Severity of Suicide Risk for Early Intervention

Author:

Gaur Manas1,Alambo Amanuel1,Sain Joy Prakash1,Kursuncu Ugur1,Thirunarayan Krishnaprasad1,Kavuluru Ramakanth2,Sheth Amit1,Welton Randy3,Pathak Jyotishman4

Affiliation:

1. Kno.e.sis Center, Ohio - USA, USA

2. University of Kentucky, Kentucky, USA, USA

3. Department of Psychiatry, Wright State University, Ohio, USA, USA

4. Division of Health Informatics, Weill Cornell Medical College, NY, USA, USA

Publisher

ACM Press

Reference68 articles.

1. Amanuel Alambo, Manas Gaur, Usha Lokala, Ugur Kursuncu, Krishnaprasad Thirunarayan, Amelie Gyrard, Randon S Welton, Jyotishman Pathak, and Amit Sheth. 2019. Question Answering for Suicide Risk Assessment using Reddit. IEEE International Conference on Semantic Computing 2019 (2019).

2. Payam Amini, Hasan Ahmadinia, Jalal Poorolajal, and Mohammad Moqaddasi Amiri. 2016. Evaluating the high risk groups for suicide: A comparison of logistic regression, support vector machine, decision tree and artificial neural network. Iranian journal of public health 45, 9 (2016), 1179.

3. Sanjeev Arora, Yingyu Liang, and Tengyu Ma. 2016. A simple but tough-to-beat baseline for sentence embeddings. (2016).

4. Harish S Bhat and Sidra J Goldman-Mellor. 2017. Predicting Adolescent Suicide Attempts with Neural Networks. arXiv preprint arXiv:1711.10057(2017).

5. J Michael Bostwick, Chaitanya Pabbati, Jennifer R Geske, and Alastair J McKean. 2016. Suicide attempt as a risk factor for completed suicide: even more lethal than we knew. American journal of psychiatry 173, 11 (2016), 1094-1100.

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