Cardiovascular diseases (CVD) have been found to be prevalent in society, frequently
ending in death. According to the findings of a recent survey, the mortality rate is increasing …

Dengue fever is a rapidly increasing mosquito-borne ailment spread by the virus DENV in
the tropics and subtropics worldwide. It is a significant public health problem and accounts …

Computer-aided analysis is helpful in improving heart sound classification. PhysioNet
Challenge 2022 provides a platform for researchers to evaluate their proposed classification …

Background and objective: Phonocardiogram (PCG) signal analysis is a non-invasive and
cost-efficient approach for diagnosing cardiovascular diseases. Existing PCG-based …

The development of data-driven heart sound classification models has been an active area
of research in recent years. To develop such data-driven models in the first place, heart …

The automated identification of the first and second heart sounds (S1 and S2, respectively)
in phonocardiogram (PCG) signals plays a pivotal role in the detection of heart valve …

Analyzing phonocardiogram (PCG) signals is getting popularity because of its noninvasive
test procedures for the early detection of heart-valve-related diseases. Unlike traditional …

The analysis of heart sound signals constitutes a pivotal domain in healthcare, with the
prediction of imbalanced heart sounds offering critical diagnostic insights. However, the …

Heart disease continues to be a primary cause of mortality globally, highlighting the critical
necessity for efficient early prediction and classification techniques. This study presents a …

Cardiovascular diseases remain the foremost global cause of mortality, necessitating timely
and accurate diagnosis. Auscultation, relying on a physician's expertise and a stethoscope …