Ultrasound is one of the most important examinations for clinical diagnosis of cardiovascular
diseases. The speed of image movements driven by the frequency of the beating heart is …

Ultrasound is an important and low cost imaging modality used to study the internal organs
of human body and blood flow through blood vessels. It uses high frequency sound waves to …

Myocardial infarction (MI), or commonly known as heart attack, is a life-threatening health
problem worldwide from which 32.4 million people suffer each year. Early diagnosis and …

Artificial intelligence (AI) has potential to improve the accuracy of screening for valvular and
congenital heart disease by auscultation. However, despite recent advances in signal …

Myocardial Infarction (MI) or acute MI (AMI) is one of the leading causes of death worldwide.
Precise and timely identification of MI and extent of muscle damage helps in early treatment …

Echocardiogram (echo) is the earliest and the primary tool for identifying regional wall
motion abnormalities (RWMA) in order to diagnose myocardial infarction (MI) or commonly …

Echocardiography (echo) is a critical tool in diagnosing various cardiovascular diseases.
Despite its diagnostic and prognostic value, interpretation and analysis of echo images are …

Research into machine learning (ML) for clinical vascular analysis, such as those useful for
stroke and coronary artery disease, varies greatly between imaging modalities and vascular …

Collecting large databases of annotated medical images is crucial for the validation and
testing of feature extraction, statistical analysis, and machine learning algorithms. Recent …

Heart disease is the most dangerous disease among all the non-communicable diseases.
Annually 17900 thousand of peoples die due to heart problems. Cardiovascular disease …