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John G.F. Cleland

Researcher at National Institutes of Health

Publications -  1276
Citations -  125527

John G.F. Cleland is an academic researcher from National Institutes of Health. The author has contributed to research in topics: Heart failure & Ejection fraction. The author has an hindex of 137, co-authored 1172 publications receiving 110227 citations. Previous affiliations of John G.F. Cleland include Northwestern University & Imperial College London.

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Contemporary management of heart failure in clinical practice

TL;DR: Prospective follow up of a large cohort of non-institutionalised elderly patients (aged >70 years) over six years showed that 15% developed heart failure before they died and that 24% of all deaths over this period were preceded by heart failure.
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Natural history and prognostic significance of iron deficiency and anaemia in ambulatory patients with chronic heart failure.

TL;DR: In this article, the authors investigated prevalence, incidence and resolution of iron deficiency and anaemia in 906 patients with chronic heart failure (median age 73 (65-79) years, 70% men, 51% HFrEF) one year apart.
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Issues in the Mining of Heart Failure Datasets

TL;DR: This paper has two main conclusions: 1) Despite the nature of clinical datasets, and their large size, methods for missing value imputation do not affect the final performance, and Supervised learning has proven to be more suitable for mining clinical data than unsupervised methods.