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Author

Kyoungeui Hong

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Preprint Aug 2026

Causal Survival Forests with Negative Controls

We study heterogeneous treatment-effect (HTE) estimation in observational survival studies commonly associated with both censored outcomes and unmeasured confounding. We integrate causal survival forests (CSF) with negative controls (NC) from proximal causal inference and introduce Negative Control Causal Survival Fore...

Zijun Gao, Kyoungeui Hong, Leyi Ma et al. · 0 citations
Conference Jul 2026

Robust Cuffless Blood Pressure Estimation via PPG-Conditioned Diffusion and Contrastive Transformer Fusion

Hypertension is the leading preventable risk factor for cardiovascular disease, yet continuous blood pressure (BP) monitoring is still largely inaccessible outside of clinical settings. Photoplethysmography (PPG), collected via consumer wearables, offers a promising non-invasive method for continuous cuffless BP monito...

N. Valencia, J. T. Rodriguez, M. A. Rahman et al. · 0 citations

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