Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

Nursing and Health Professions

• Social Media 100%
• Gender Dysphoria 100%
• Natural Language Processing 100%
• Validation Study 100%
• Transgender 25%
• DSM-5 10%
• Client 5%
• Qualitative Content Analysis 5%
• Marginalised Population 5%
• Dependent Variable 5%
• Supervised Machine Learning 5%
• Dysphoria 5%
• Feature Extraction 5%
• Xgboost 5%

Psychology

• Validation Study 100%
• Social Media 100%
• Natural Language Processing 100%
• Transgender 50%
• Learning Algorithm 20%
• Dependent Variable 10%
• Cross-Validation 10%
• Psychological Intervention 10%
• Drug Abuse 10%
• Learning Transfer 10%
• Learning Model 10%
• Model Method 10%
• Feature Selection 10%
• Feature Extraction 10%

Neuroscience

• Natural Language Processing 100%
• Gender Identity Disorder 100%
• Social Media 100%
• Machine Learning Algorithm 10%
• Drug Abuse 5%
• Body Image 5%
• Face 5%
• Dysphoria 5%
• Diagnostic and Statistical Manual of Mental Disorders 5%