U.S., March 26 -- ClinicalTrials.gov registry received information related to the study (NCT07493798) titled 'Serum Potassium Prediction Using Machine Learning and Single-lead ECG' on April 14, 2021.
Brief Summary: This is a retrospective study drawing on data from the Brigham and Women's Hospital Home Hospital Program's Database. Sociodemographic and clinical data from a training cohort were used to train a machine learning algorithm to predict blood potassium throughout a patient's admission. This algorithm was then validated in a validation cohort.
Study Start Date: March 20, 2021
Study Type: OBSERVATIONAL
Condition:
Infection
Heart Failure
Chronic Obstructive Pulmonary Disease
Asthma
Gout Flare
Chronic Kidney Diseases
Hypertensive ...