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Updated: Feb 27, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Decision making in advanced heart failure: bench, bedside, practice, and policy
Daniel D Matlock1,2,3, William C McGuire4, Molly Magid5
1Division of Geriatric Medicine, Department of Medicine, University of Colorado School of Medicine, 13199 E. Montview Blvd. Suite 210, Mail Stop F443, Aurora, CO, 80045, USA. daniel.matlock@ucdenver.edu.
Abstract:
This is an exciting time for patient-centered care. The window of opportunity appears to be open for the medical culture to accept the importance of the patients' values, goals and preferences in guiding medical decisions. Heart failure guidelines are changing to include language around shared decision making for major procedures and end-of-life care. However, while the cultural norms appear to be moving in this direction, the science regarding how to best deliver patient centered care (basic, clinical, delivery, and policy) is still developing. This article will provide a broad overview of the science of decision making in advanced heart failure using a translational science framework.
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