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Spring 2014
Lower-extremity peripheral artery disease (PAD) is a manifestation of atherosclerotic disease in the lower limbs. PAD is a risk factor for poor outcomes including myocardial infarction, stroke, and mortality. Despite the potential benefits of early PAD detection, in the majority of PAD cases...
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Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms
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Sun, W., Kalmady, S.V., Sepehrvand, N., Salimi, A., Nademi, Y., Bainey, K., Ezekowitz, J.A., Greiner, R., Hindle, Abram, McAlister, F.A., Sandhu, R.K., Kaul, P.
The feasibility and value of linking electrocardiogram (ECG) data to longitudinal population-level administrative health data to facilitate the development of a learning healthcare system has not been fully explored. We developed ECG-based machine learning models to predict risk of mortality...