… event rate ratio (using the nominal threshold of 16) separately across subgroups of patients
evaluating the effect of demographics and comorbidities on HF event risk stratification (…

… The early prediction of those events will allow experts to achieve effective risk stratification
of patients and to assist in clinical decision making. Prognostic information could guide the …

… aspects of cardiac physiology. The resulting composite index and alert (HeartLogic)
effectively detected 70% of worsening heart failure events a median of 34 days before the event, …

… Heart sounds can reflect detrimental changes in cardiac mechanical activity that are common
pathological characteristics of chronic heart failure (… of heart sound event detection Comput. …

… Although other types of structural heart disease and inherited ion channel abnormalities are
also associated with a risk for SCD, the risk stratification strategies and data in these entities …

… Rapid risk stratification in patients with heart failure is critically important but challenging. The
aim … acoustic cardiography can identify heart failure (HF) patients at high risk for mortality. …

… HeartLogic alerts are mostly triggered by changes in heart sounds, but clinical events are
more linked to respiration rate, RSBI, and night heart rate. Recurrent alerts often involve …

… levels and assists with accurate diagnosis and risk stratification. In our overall univariate
analysis, S3 strength was a significant predictor of adverse events. However, when incorporated …

… to detect valvular heart disease (VHD) from digital heart sound … of disease progression.
Methods: We trained a recurrent neural network to predict murmurs from heart sound audio using …

… that heart sounds measured using the proposed framework contain clinically relevant
information about heart failure status that has historically not been available due to the use of a non…