Author

Divya Sharma

3 papers indexed here

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Open access Sep 2026

STRIVE: interpretable multimodal subtype discovery in Women's cancers using an attention-weighted joint variational autoencoder.

Background Breast, endometrial, and cervical cancers share a common challenge: molecular heterogeneity that single-modality profiling cannot fully resolve. Gene expression and DNA methylation capture distinct and partially non-overlapping regulatory programs, yet most subtyping frameworks treat them independently or me...

Zunaira Mehmood, Divya Sharma · Frontiers in Bioinformatics · 0 citations

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. · PLOS Digital Health · 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. · JMIR Medical Education · 0 citations