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Author

Divya Sharma

2 papers indexed here

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Review Open access Sep 2026

SYNERGY-VAE: An explainable generative deep learning framework for discovering depression subgroups from multimodal population health data

Depression represents a complex, multifactorial disorder influenced by the interplay of biological, behavioral, and social determinants. While extensive health surveys, including the National Health and Nutrition Examination Survey (NHANES), gather comprehensive multidomain data, existing studies tend to analyze these...

Divya Sharma, Alice Rueda, Qiao-Wei Lin et al. · 0 citations
Open access Aug 2026

Multiagent Large Language Model Framework for Psychotherapy Fidelity Assessment in Motivational Interviewing and Cognitive Behavioral Therapy Training: Cross-Sectional, Simulation-Based Evaluation Study

Abstract Background Psychotherapy training is difficult to scale because manual rating of motivational interviewing (MI) and cognitive behavioral therapy (CBT) sessions is time-intensive, requires trained raters, and is subject to rater variability. Large language models (LLMs) may support simulation-based training and...

Mohammad Amin Kamaleddin, Mina Mirjalili, Reza Barzegar et al. · 0 citations

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