The paper presents evaluation of the proposed phonocardiography (PCG) measurement
system designed primarily for heartbeat detection to estimate heart rate (HR). Typically, HR …

A wide diversity of sensors has been applied in human activity recognition. These sensors
generate enormous amounts of data during human activity monitoring. Server-based …

Auscultation of heart sounds is important to perform cardiovascular assessment. External
noises may limit heart sound perception. In addition, heart sound bandwidth is concentrated …

By classifying the heart sound signals, it can provide very favorable clinical information to
the diagnosis of cardiovascular diseases. According to the characteristics of heart sound …

In this paper, a novel method was put forward for automatic identification of the normal and
abnormal heart sounds. After the original heart sound signal was pre-processed, it was …

Cardiechema is a way to reflect cardiovascular disease where the doctor uses a
stethoscope to help determine the heart condition with a sound map. In this paper …

This work leverages deep learning (DL) techniques in order to do automatic and accurate
heart murmur detection from phonocardiogram (PCG) recordings. Two public PCG datasets …

Heart auscultation is a simple and inexpensive first-line diagnostic test for the early
screening of heart abnormalities. A phonocardiogram (PCG) is a digital recording of an …

Transformer architectures are popularized in both vision and natural language processing
tasks, and they have achieved new performance benchmarks because of their long-term …

Cancer detection at primary stage is the only solution, to reduce the death rate among the
womens, due to breast cancer. Hence, screening of mammograms for detection of masses is …