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Author

Daniel Yoo

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Review Open access Oct 2026

Limited utility of diet quality scores in anthropometric prediabetes and diabetes screening models

Abstract Background Undiagnosed prediabetes and type 2 diabetes are major public health challenges. Machine learning tools utilizing anthropometrics effectively predict dysglycemia, but poor diet is a fundamental driver of metabolic dysfunction. This study investigates whether incorporating granular diet quality data i...

D. Yoo, T. Rebelo, VK Nguyen et al. · 0 citations
#natural language process... Preprint Jul 2026

Probe Generalization as Subspace Selection for OOD Deception Detection

The results suggest that the OOD robustness of probes is largely determined by subspace selection, and projecting inputs onto a small subset of principal components from the training distribution of activations enables cross-domain transfer that nearly matches the performance of probes trained directly on the test dist...

Daniel Yoo, Adrians Skapars · 0 citations

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