Recent advances in machine learning (ML) have made it possible to analyze high- dimensional and complex data—such as free text, images, waveforms, videos, and sound …
The coronary angiogram is the gold standard for evaluating the severity of coronary artery disease stenoses. Presently, the assessment is conducted visually by cardiologists, a …
M Jungiewicz, P Jastrzębski, P Wawryka… - Expert Systems with …, 2023 - Elsevier
About 380 thousand people in the United States die each year because of coronary artery disease. About 2 in 10 deaths from CAD happen in adults less than 65 years old. Early …
Randomized clinical trials are the gold standard for establishing the efficacy and safety of cardiovascular therapies. However, current pivotal trials are expensive, lengthy, and …
Driven by recent innovations and technological progress, the increasing quality and amount of biomedical data coupled with the advances in computing power allowed for much …
Cardiovascular diseases are the leading cause of death globally and contribute significantly to the cost of healthcare. Artificial intelligence (AI) is poised to reshape cardiology. Using …
A Koloi, VS Loukas, C Hourican… - … Heart Journal-Digital …, 2024 - academic.oup.com
Aims Coronary artery disease (CAD) is a highly prevalent disease with modifiable risk factors. In patients with suspected obstructive CAD, evaluating the pre-test probability model …
A Vrudhula, AC Kwan, D Ouyang… - Circulation …, 2024 - Am Heart Assoc
Bias in health care has been well documented and results in disparate and worsened outcomes for at-risk groups. Medical imaging plays a critical role in facilitating patient …
Research in artificial intelligence (AI) has progressed over the past decade. The field of cardiac imaging has seen significant developments using newly developed deep learning …