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A. Kulinkina

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Review Open access Sep 2026

Evaluating large language models as clinical decision support tools in primary healthcare settings: Protocol for a multi-country comparative validation study on expert-adjudicated hypothetical vignettes (hypMOOVE-PHC)

The hypMOOVE-PHC study is the hypothetical vignette phase of the Massive Open Online Validation and Evaluation (MOOVE) initiative, implemented in Kenya, Malawi, and Tanzania, and aims to validate a pool of LLMs through clinical review of expert-generated vignettes through fully crossed repeated-measures comparative eva...

P. Macharia, C. Kachimanga, M. Mahende et al. · 0 citations
Open access Jul 2026

Federated modular clinical decision support networks for collaborative learning in resource-limited settings

FedMoDN, a novel federated modular neural network architecture for collaborative learning across all features of an IIO distributed dataset, allowing healthcare facilities to use the full complement of their features without sharing, discarding, or imputing any data, is introduced.

Cécile Trottet, Jonathan Doenz, P. M. Mastel et al. · 0 citations

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