This paper is in the following e-collection/theme issue:

Theme Issue 2021: Health Natural Language Processing and Applications (16) Depression and Mood Disorders; Suicide Prevention (1541) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1806) Natural Language Processing (812) Infodemiology and Infoveillance (1469)

Published on in Vol 9, No 7 (2021): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/28227, first published .
Multifeature Fusion Attention Network for Suicide Risk Assessment Based on Social Media: Algorithm Development and Validation

Multifeature Fusion Attention Network for Suicide Risk Assessment Based on Social Media: Algorithm Development and Validation

Multifeature Fusion Attention Network for Suicide Risk Assessment Based on Social Media: Algorithm Development and Validation

Authors of this article:

Jiacheng Li1 Author Orcid Image ;   Shaowu Zhang1 Author Orcid Image ;   Yijia Zhang1 Author Orcid Image ;   Hongfei Lin1 Author Orcid Image ;   Jian Wang1 Author Orcid Image
Article Authors Cited by (7) Tweetations (2) Metrics

Journals

  1. Homan S, Gabi M, Klee N, Bachmann S, Moser A, Duri' M, Michel S, Bertram A, Maatz A, Seiler G, Stark E, Kleim B. Linguistic features of suicidal thoughts and behaviors: A systematic review. Clinical Psychology Review 2022;95:102161 View
  2. Priyamvada B, Singhal S, Nayyar A, Jain R, Goel P, Rani M, Srivastava M. Stacked CNN - LSTM approach for prediction of suicidal ideation on social media. Multimedia Tools and Applications 2023;82(18):27883 View
  3. Abimannan S, El-Alfy E, Chang Y, Hussain S, Shukla S, Satheesh D. Ensemble Multifeatured Deep Learning Models and Applications: A Survey. IEEE Access 2023;11:107194 View
  4. Kjell O, Kjell K, Schwartz H. Beyond rating scales: With targeted evaluation, large language models are poised for psychological assessment. Psychiatry Research 2024;333:115667 View
  5. G. X. Suicidal Ideation Detection and Influential Keyword Extraction from Twitter using Deep Learning (SID). EAI Endorsed Transactions on Pervasive Health and Technology 2024;10 View

Conference Proceedings

  1. Tang L, Zhang S. 2022 3rd International Conference on Electronics and Sustainable Communication Systems (ICESC). Intelligent Research on Ubiquitous Cloud Networking Technology and Media Network in the Construction of Sports Training Optimization System View
  2. Li J, Yan Y, Zhang Z, Wang X, Leong H, Yu N, Li Q. 2024 IEEE International Conference on Big Data (BigData). Overview of IEEE BigData 2024 Cup Challenges: Suicide Ideation Detection on Social Media View