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Author

J. Hsu

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Open access Jul 2026

Scalable risk stratification of undiagnosed heart failure using routine health data and its association with imaging phenotypes and outcomes.

FIND-HF is a scalable EHR-based model which has the potential to help rule out undiagnosed HF in low risk cases, whilst high risk cases are associated with more advanced cardiac dysfunction and worse prognosis.

Y. Nakao, R. Nadarajah, F. Shuweihdi et al. · 0 citations
Open access Aug 2026

Prediction of Incident Atrial Fibrillation and Association With Outcomes Using Routine Electronic Health Records in a Western Pacific Population.

A supervised machine learning algorithm for AF in a Western Pacific population was derived and demonstrated that higher risk was associated with hospitalisation for other cardio-renal diseases and death.

J. Hsu, C. Hayward, Tobin Joseph et al. · 0 citations

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