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Pragati Patil

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Review Open access Jul 2026

Predicting Mental Health Conditions from Text Using Interpretable Machine Learning

Experimental results demonstrate that interpretability does not significantly compromise predictive performance, enabling trustworthy AI-assisted mental health screening, and presents an interpretable machine learning framework that combines natural language processing (NLP) feature extraction with explainable AI techn...

N. Thakur, Pragati Patil, Priya Choudhary · 0 citations

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