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. 

AI cardiology Cleerly soft plaque assessments

Cardiology startup raises $192M for AI-powered imaging assessments

The company has now raised $248M in total to help develop, commercialize and market its FDA-cleared technology. 

Ancora Heart AccuCinch Ventricular Restoration System heart failure FDA

Regulatory Roundup: FDA clears AI-powered Apple Watch competitor, grants breakthrough designation to new heart failure device

Ancora Heart received the FDA’s breakthrough device designation for its AccuCinch Ventricular Restoration System, a new minimally invasive transcatheter device designed for the treatment of heart failure.

Medtronic CathWorks FFRangio FFR fractional flow reserve x-rays

Medtronic invests $75M in AI-powered FFR specialists, opening door to a future acquisition

The FFRangio System, which uses AI to obtain fractional flow reserve (FFR) measurements from routine X-rays, is at the center of this new partnership

AI Eko smart stethoscope machine learning heart murmurs adult pediatric patients FDA clearance

FDA clears Eko’s latest AI model for heart murmurs

The algorithm works with Eko's smart stethoscopes to help physicians identify and diagnose structural heart murmurs. 

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Athenahealth launches AI tool for EHRs

The company thinks its new technology can help physicians spend more time with patients and less time filling out paperwork. 

K Health, Mayo Clinic collaborate on AI-powered hypertension treatments

The predictive model can help physicians find a more intelligent, personalized approach for treating hypertension.

 

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13 healthcare companies reach $1B valuations this year

Thirteen healthcare companies have reached $1 billion in valuation this year, an especially notable achievement as the U.S. economy approaches a recession and investors pull back.

 

Image-based data commons enjoying fast growth thanks to RSNA, ACR, other contributing orgs

A multi-institutional image-data repository launched to support AI-based research into COVID-19 has been the beneficiary of more than 30,000 anonymized imaging files from the Radiological Society of North America alone.

Around the web

Compensation for heart specialists continues to climb. What does this say about cardiology as a whole? Could private equity's rising influence bring about change? We spoke to MedAxiom CEO Jerry Blackwell, MD, MBA, a veteran cardiologist himself, to learn more.

The American College of Cardiology has shared its perspective on new CMS payment policies, highlighting revenue concerns while providing key details for cardiologists and other cardiology professionals. 

As debate simmers over how best to regulate AI, experts continue to offer guidance on where to start, how to proceed and what to emphasize. A new resource models its recommendations on what its authors call the “SETO Loop.”