Retraction
A Novel Text Mining Approach for Mental Health Prediction Using Bi-LSTM and BERT Model
Paper Information
Record ID:
61644
Journal:
Publication Date:
March 03, 2022
Retraction Date:
October 11, 2023
(2.1 years years ago)
Subjects:
Institutions:
- Department of Artificial Intelligence, Ajou University, Suwon, Republic of Korea
- Department of Software, Sejong University, Republic of Korea
- College of Technological Innovation, Zayed University, Abu Dhabi, United Arab Emirates
- Department of Electronic Engineering, Keimyung University, Daegu, Republic of Korea
Countries:
Article Type:
Publisher:
Hindawi
Open Access:
Yes
DOI:
PubMed ID:
Retraction PubMed ID:
Retraction Details
Retraction Reasons:
- Concerns/Issues About Data
- Concerns/Issues about Results and/or Conclusions
- Concerns/Issues about Referencing/Attributions
- Concerns/Issues with Peer Review
- Investigation by Journal/Publisher
- Investigation by Third Party
- Paper Mill
- Computer-Aided Content or Computer-Generated Content
- Unreliable Results and/or Conclusions
Nature of Retraction:
Retraction
Retraction Notice:
10.1155/2023/9872487Citations (96)
96
Total Citations63
Post-Retraction(65.6%)
33
Pre-Retraction0
Same DayPost-Retraction Citation Analysis
1
Within 30 days
45
Within 1 year
0
After 2+ years
629
Days since retraction (latest)
Harnessing the Power of Hugging Face Transformers for Predicting Mental Health Disorders in Social Networks
Alireza Pourkeyvan, Ramin Safa, Ali Sorourkhah
IEEE Access
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Published: Jan 2024
16 citations
16 citations
82 days after retraction
Artificial Intelligence in Detecting Signs of Depression Among Social Networks Users
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Lecture notes in networks and systems
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82 days after retraction
Detecting Signs of Depression in Social Networks Users: A Framework for Enhancing the Quality of Machine Learning Models
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Lecture notes on data engineering and communications technologies
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1 citation
1 citation
82 days after retraction
Parts-of-Speech Tagger in Assamese Using LSTM and Bi-LSTM
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Lecture notes in networks and systems
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82 days after retraction
Deep Depression Detection Based on Feature Fusion and Result Fusion
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Lecture notes in computer science
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75 days after retraction
Identification of Texts Using ML Algorithm for The Accurate Recognition
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Unknown Journal
Published: Dec 2023
1 citation
1 citation
69 days after retraction
DARN: Dual-Attention RoBERTa Network for Depression Severity Detection from Twitter
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Unknown Journal
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1 citation
1 citation
63 days after retraction
BERT-Driven Deep Learning Approach for Depression Detection in Social Media Posts
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1 citation
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57 days after retraction
Early warning model of adolescent mental health based on big data and machine learning
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Soft Computing
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11 citations
11 citations
49 days after retraction
A Study of Machine Learning Models for Predicting Mental Health Through Text Analysis
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47 days after retraction
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41 days after retraction
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Cognitive Systems Research
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22 citations
22 citations
38 days after retraction
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Xuechang Xian, Angela Chang, Yu‐Tao Xiang et al. (4 authors)
Unknown Journal
Open Access
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4 days after retraction
Exploring Emotion and Sentiment Landscape of Depression: A Multimodal Analysis Approach
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Unknown Journal
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1 citation
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5 days before retraction
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2 citations
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10 days before retraction
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Unknown Journal
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2 citations
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23 days before retraction
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30 citations
30 citations
24 days before retraction
BERT-BiLSTM Architecture to Modelling Depression Recognition for Indonesian Text from English Social Media
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Unknown Journal
Published: Sep 2023
1 citation
1 citation
35 days before retraction
Harnessing Natural Language Processing for Mental Health Detection in Malay Text: A Review
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Unknown Journal
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2 citations
2 citations
35 days before retraction
Early Malware Detection and Next-Action Prediction
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Unknown Journal
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1 citation
1 citation
37 days before retraction
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7 citations
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40 days before retraction
Knowledge-enhanced Pre-training large language model for depression diagnosis and treatment
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2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)
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4 citations
4 citations
60 days before retraction
Fake news stance detection using selective features and FakeNET
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8 citations
8 citations
72 days before retraction
The Smart Performance Prediction and Optimization Analysis for Deep Semantic Networks Using Sentimental Mining
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Unknown Journal
Published: Jul 2023
1 citation
1 citation
89 days before retraction
Machine Learning for Mental Health: A Systematic Study of Seven Approaches for Detecting Mental Disorders
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Unknown Journal
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3 citations
3 citations
108 days before retraction
Task-Specific Transformer-Based Language Models in Medicine: A Survey (Preprint)
Ha Na Cho, Tae Joon Jun, Young‐Hak Kim et al. (14 authors)
Unknown Journal
Published: Jun 2023
126 days before retraction
Image-text Fusion Model for Depression Tendency Detection Based on Attention
Xinping Long, Yifan Zhang, Xin Shu et al. (4 authors)
Unknown Journal
Published: May 2023
2 citations
2 citations
138 days before retraction
A Novel Model for Student's Mental Health Monitoring Based on Hard and Soft Data Fusion
Mohammad Fatahi, Masoud Alizadeh, Behzad Moshiri
Unknown Journal
Published: May 2023
155 days before retraction
Classification and analysis of text transcription from Thai depression assessment tasks among patients with depression
A. Munthuli, Pakinee Pooprasert, Nittayapa Klangpornkun et al. (9 authors)
PLoS ONE
Open Access
Published: Mar 2023
4 citations
4 citations
195 days before retraction
Transformer-based language models for mental health issues: A survey
Candida M. Greco, Andrea Simeri, Andrea Tagarelli et al. (4 authors)
Pattern Recognition Letters
Published: Feb 2023
21 citations
21 citations
238 days before retraction
Effi-Emp: An AI Based Approach Towards Positive Empathic Expressions
R. H. Md. Rafi, Donghai Guan
Lecture notes in computer science
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1 citation
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283 days before retraction
Modified arithmetic optimization algorithm with Deep Learning based data analytics for depression detection
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2 citations
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283 days before retraction
Next Generation Infectious Diseases Monitoring Gages via Incremental Federated Learning: Current Trends and Future Possibilities
Iqra Javed, Uzair Iqbal, Muhammad Bilal et al. (6 authors)
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7 citations
7 citations
283 days before retraction
A Comprehensive Review of Healthcare Prediction using Data Science with Deep Learning
Asha Latha Thandu, G. Pradeepini
International Journal of Advanced Computer Science and Applications
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Published: Jan 2023
283 days before retraction
Empirical Analysis of Depression Detection Using Deep Learning on Twitter
Arunima Jaiswal, Payal Porwal, Anushka Singh et al. (6 authors)
Lecture notes in networks and systems
Published: Jan 2023
1 citation
1 citation
283 days before retraction
Depression Detection Based on Features of Depressive Behaviour Through Social Media Analytic: A Systematic Literature Review
Nur Amira Mat Ripah, Aliza Abdul Latif, Zaihisma Che Cob et al. (6 authors)
Lecture notes in electrical engineering
Published: Jan 2023
283 days before retraction
Harnessing the Power of Hugging Face Transformers for Predicting Mental Health Disorders in Social Networks
Alireza Pourkeyvan, Ramin Safa, Ali Sorourkhah
arXiv (Cornell University)
Open Access
Published: Jan 2023
283 days before retraction
Retracted: A Novel Text Mining Approach for Mental Health Prediction Using Bi‐LSTM and BERT Model
Computational Intelligence and Neuroscience
Computational Intelligence and Neuroscience
Open Access
Published: Jan 2023
283 days before retraction
Privacy Aware Question-Answering System for Online Mental Health Risk Assessment
Prateek Chhikara, Ujjwal Pasupulety, John C. Marshall et al. (5 authors)
Unknown Journal
Open Access
Published: Jan 2023
2 citations
2 citations
283 days before retraction
BERT-Based Approach for Suicide and Depression Identification
S. P. Devika, M. R. Pooja, M. S. Arpitha et al. (4 authors)
Lecture notes in networks and systems
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6 citations
6 citations
283 days before retraction
Knowledge-Infused Dynamic Embedding for Predicting the Severity of Suicidal Ideation in Social Media
David Lee, Hamidreza Moradi
2021 International Conference on Computational Science and Computational Intelligence (CSCI)
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3 citations
3 citations
314 days before retraction
Network Public Opinion Risk Prediction and Judgment Based on Deep Learning: A Model of Text Sentiment Analysis
Hairuo Yang
Computational Intelligence and Neuroscience
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Published: Nov 2022
9 citations
9 citations
326 days before retraction
A Review Paper: Accuracy of Machine Learning for Depression Detection in Social Media
Alya Melati Putri, Kevin Wijaya, Owen Albert Salomo et al. (5 authors)
Unknown Journal
Published: Nov 2022
3 citations
3 citations
342 days before retraction
Deep learning techniques for suicide and depression detection from online social media: A scoping review
Anshu Malhotra, Rajni Jindal
Applied Soft Computing
Published: Oct 2022
52 citations
52 citations
362 days before retraction
PHQ-V/GAD-V: Assessments to Identify Signals of Depression and Anxiety from Patient Video Responses
Bradley Grimm, Brett Talbot, Loren Larsen
Applied Sciences
Open Access
Published: Sep 2022
6 citations
6 citations
393 days before retraction
Computational Intelligence in Depression Detection
Md. Rahat Shahriar Zawad, Md. Yeaminul Haque, M. Shamim Kaiser et al. (5 authors)
Brain informatics and health
Published: Jan 2022
648 days before retraction
Quick Stats
Total Citations:
96
Years Since Retraction:
2.1 years
Open Access:
Yes
Last Checked:
Jul 24, 2025