Artificial Intelligence

Artificial intelligence (AI) is becoming a crucial component of healthcare to help augment physicians and make them more efficient. In medical imaging, it is helping radiologists more efficiently manage PACS worklists, enable structured reporting, auto detect injuries and diseases, and to pull in relevant prior exams and patient data. In cardiology, AI is helping automate tasks and measurements on imaging and in reporting systems, guides novice echo users to improve imaging and accuracy, and can risk stratify patients. AI includes deep learning algorithms, machine learning, computer-aided detection (CAD) systems, and convolutional neural networks. 

Stephen Browning, FDA assistant director for hemodynamic and heart failure diagnostics, explains the FDA perspectives and regulatory pathways for AI-enabled cardiovascular devices at TCT 2024.

FDA regulator examines AI's growing influence in cardiology

Stephen Browning, the FDA's assistant director of hemodynamics and heart failure diagnostics, spoke with Cardiovascular Business about the agency's perspective on AI-enabled cardiovascular devices and many other topics.

eye vision

AI uncovers ‘vascular fingerprints’ in the eye that can predict strokes

An advanced algorithm was trained to evaluate more than 100 different details about the inside of a patient's eye. Its ability to identify high-risk patients was comparable to more traditional techniques, exciting researchers. 

The imaging iodine contrast shortage is delaying procedures and causing rationing at hospitals. impact is it having on hospitals and the tough decisions that are being made to triage patients to determine if they will get a contrast CT scan or an interventional or surgical procedure requiring contrast. Photo by Dave Fornell

Experts developing AI model that learns from calcium-scoring CT scans

The team hopes to develop a model that will estimate a patient's risk of major cardiovascular events and predict when such events are most likely to occur.

FDA has now cleared more than 1,000 AI models, including many in cardiology

Cardiology is the medical speciality with the second most FDA clearances overall. 

Withings, a French medtech company known for its remote monitoring devices, has multiple new services on display at CES 2025.

CES 2025: Cardiologist check-ups, AI-powered smart mirrors coming to heart patients’ homes

Healthcare companies from all over the world are showing off their newest cardiovascular offerings at CES 2025 in Las Vegas.

Video of Deepak Bhatt explaining details on the TRANSFORM trial using CCTA and AI. #TCT #TCT24 #TCT2024 #AHA24 #AHA2024

New cardiac prevention paradigm explored in TRANSFORM trial using AI and CCTA

Deepak Bhatt, MD, director of the Mount Sinai Fuster Heart Hospital and principal investigator of the TRANSFORM trial, explains an emerging technique for cardiac screening: combining coronary CT angiography with artificial intelligence for plaque analysis to create an approach similar to mammography.

Cardiology, radiology specialists debate CCTA’s rise as a go-to imaging modality for CAD

CCTA is being utilized more and more for the diagnosis and management of suspected coronary artery disease. An international group of specialists shared their perspective on this ongoing trend.

doctor examines patient data on their tablet

Advancing AI for vascular surgery will require a commitment to data integrity

For artificial intelligence to truly transform care, the healthcare industry must address certain challenges. Jens Eldrup-Jorgensen, MD, a veteran vascular surgeon and member of the Society for Vascular Surgery, explains in a guest editorial. 

Around the web

Several key trends were evident at the Radiological Society of North America 2024 meeting, including new CT and MR technology and evolving adoption of artificial intelligence.

Ron Blankstein, MD, professor of radiology, Harvard Medical School, explains the use of artificial intelligence to detect heart disease in non-cardiac CT exams.