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Deep Learning-Based Approach to Detect Depressive Tendencies from Social Media Posts by Leveraging Advanced NLP Techniques and Multimodal Data Analysis

Depression is a prevalent mental health disorder that significantly impacts individuals' well-being and daily life. With the increasing use of social media, users often express emotions, thoughts, and behaviours that can indicate mental health conditions, including depression. This study proposes a deep learning-based...