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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Viana Copeland

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Open access Sep 2026

Point-of-care echocardiography screening for hypertrophic cardiomyopathy using automated deep-learning analysis

Abstract Aims Hypertrophic cardiomyopathy (HCM) remains underdiagnosed due to limited access to expert imaging. We developed and validated a deep-learning (DL)-based echocardiographic model adaptable to point-of-care ultrasound (POCUS) for scalable HCM screening. Methods and results We retrospectively analysed 134 956...

N. Karra, Y. Klempfner, Viana Copeland et al. · 0 citations
Aug 2026

Frailty Attenuates the Prognostic Value of Multimorbidity in Heart Failure - Insights From the Largest Tertiary Center in the Middle East.

OBJECTIVE To evaluate whether frailty modifies the association of multimorbidity in HF. METHODS A retrospective cohort study of HF patients. Multimorbidity was quantified using 26 conditions and categorized as low (≤4), intermediate (5-7), or high (>8). Frailty was defined using a multimodal construct integrating fun...

V. Copeland, Boris Fishman, S. Elimeleh et al. · 0 citations

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