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Author

Abhishek Verma

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Open access Aug 2026

Early Stage Depression Recognition Using Machine Learning and Natural Language Processing: A Hybrid PHQ-9 and Linguistic Feature-Based Screening Framework

Depression is a widespread and frequently under-diagnosed mental health condition, and delays in identification are associated with poorer long-term outcomes. This paper presents a hybrid screening framework that combines a validated questionnaire to the Patient Health Questionnaire-9 (PHQ-9), with linguistic feature e...

Tanuj Chauhan, Abhishek Verma · 0 citations

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