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Calvins Otieno

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Review Open access 2026

Systematic Review of Available Models That Function as Solutions to Data Privacy in Deep Learning for Electronic Healthcare Systems

Overall, the findings underscore differential privacy’s growing role in healthcare data governance and emphasize SPDZ as a promising complementary framework for secure, privacy-preserving computation.

Laureen Ndeda, Samuel Oonge, Calvins Otieno · 0 citations
Open access Aug 2026

A Distilbert Case-Based Deep Learning Model for Part-of-Speech Tagging for Under-Resourced Kenyan Language: A Case of Dholuo

The results of the experiments reveal that the proposed DistilBERT-based model outperforms the baseline Conditional Random Field and Bidirectional Long Short-Term Memory models with an accuracy 79.05%, precision 80.63%, recall 79.05% and F1-score 79.24%.

Maureen Otieno, L. Wanzare, Calvins Otieno · 0 citations

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