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EviStreams: Human-in-the-Loop AI Data Extraction for Systematic Reviews in Medicine

Systematic reviews underpin clinical guidelines, yet their data-extraction step is a major expert-labor bottleneck bound by a protocolized workflow: two reviewers extract each study independently, an adjudicator resolves disagreements, and the team keeps an auditable record of how every value was produced. Large langua...

S. Kosuri, A. Bhosale, M. Glick et al. · 0 citations
#natural language process... Preprint Sep 2026

Predictors of Loneliness in Older Adults Using Multimodal Analysis of Speech and Language

Loneliness is a critical public health issue among older adults, linked to higher risks of depression, cognitive decline, and mortality. Scalable, objective methods for its detection remain limited, particularly in natural conversational contexts. We analyzed speech and language markers of loneliness in 310 older adult...

Vinmay Khandode, S. Kosuri, Neil K. R. Sehgal et al. · 0 citations

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