Author

John R. Talburt

2 papers indexed here

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Review Open access Sep 2026

Privacy-Preserving Structured Knowledge Extraction from Census-Style Records Using a Hierarchical Multi-Agent Open-Weight LLM Architecture

Census-style address records contain heterogeneous structures that must be decomposed into fine-grained fields before they can support linkage, geocoding, and administrative processing. This paper describes the design and implementation of a three-stage Planner–Manager–Worker pipeline using a locally deployed open-weig...

Adeeba Tarannum, Muzakkiruddin Ahmed Mohammed, Shames Al Mandalawi et al. · Knowledge · 0 citations

Open access Jul 2026

A qualitative approach to extract diagnostic patterns of cognitive impairment in Parkinson's disease.

Parkinson's disease (PD) is the second-most diagnosed age-related neurodegenerative disorder globally. PD pathology causes dysregulation of motor movement and for many, mild cognitive impairment (PD-MCI). The most recommended global screening exam to detect PD-MCI is the Montreal Cognitive Assessment© (MoCA). Tradition...

A. J. Eubank, A. Thatikala, Maryam Y. Garza et al. · Scientific Reports · 0 citations