Abstract: In accordance with some embodiments, systems, methods, and media for estimating compensatory reserve and predicting hemodynamic decompensation using physiological data are provided. In some embodiments, a system for estimating compensatory reserve is provided, the system comprising: a processor programmed to: receive a blood pressure waveform of a subject; generate a first sample of the blood pressure waveform with a first duration; provide the sample as input to a trained CNN that was trained using samples of the first duration from blood pressure waveforms recorded from subjects while decreasing the subject's central blood volume, each sample being associated with a compensatory reserve metric; receive, from the trained CNN, a first compensatory reserve metric based on the first sample; and cause information indicative of remaining compensatory reserve to be presented.

Abstract: This document provides methods and materials involved in treating hypertension (e.g., age-associated hypertension, resistant hypertension, or chronic refractory hypertension). For example, methods and materials involved in administering one or more sympatholytic agents to a patient to identify the patient as having an elevated baseline level of sympathetic nerve activity and performing renal denervation on the identified patient to reduce a symptom of hypertension (e.g., resistant hypertension) are provided.

Abstract: This document provides methods and materials involved in treating hypertension (e.g., age-associated hypertension, resistant hypertension, or chronic refractory hypertension), heart failure (e.g., congestive heart failure), or kidney disease (e.g., chronic kidney disease). For example, methods and materials involved in administering one or more sympatholytic agents to a patient to identify the patient as having an elevated baseline level of sympathetic nerve activity and treating the identified patient with a sympatholytic therapy to reduce the symptoms of hypertension (e.g., resistant hypertension), heart failure (e.g., congestive heart failure), or kidney disease (e.g., chronic kidney disease) are provided.