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. 

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1 week, 3 major collaborations to fight COVID-19 with massive compute power

The coronavirus crisis continues to unite heretofore unaffiliated technology powerhouses at the forefront of AI and other forms of IT innovation in healthcare. The trend continued March 26 with the launch of a multifaceted, far-flung and very well-funded institute.

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Machine learning teams with antibody science on COVID-19 treatment discovery

Two data scientists say they’ve created AI algorithms that can do in a week what biological researchers might otherwise spend years trying to pull off in a laboratory: discover antibody-based treatments that have a fighting chance to beat back COVID-19.

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Open-access AI invites refinement of COVID-19 diagnosis

Researchers at the University of Waterloo in Ontario have introduced a convolutional neural network for diagnosing COVID-19 on chest X-rays.

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Crowdsourcing, 3D printing rise to fill hospitals’ COVID-19 equipment gaps

The can-do spirit of techies is shining around the world in some modest but mighty efforts to pitch in against the global coronavirus pandemic.

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How Wuhan robots tended to COVID patients while keeping med staff safe

Some look like people in robot costumes. Some look like microwave ovens on wheels. All helped healthcare workers in Wuhan, China, avoid contracting COVID-19 while caring for hospitalized patients who had the illness.

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Enterprising industry players join the AI-aided fight against COVID-19

Numerous healthcare technology companies are jostling to get products leveraging AI in front of healthcare providers on the front lines of the battle against COVID-19.

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AWS makes $20M move to counter COVID-19 with compute power

Amazon Web Services is corralling the expertise of more than 30 research institutions, businesses and startups to help combat COVID-19. The cloud giant has allotted $20 million for the work.  

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AI-based clinical decision support unloved in practice

Mayo Clinic researchers have found that primary care providers welcome the concept of AI-based clinical decision support (CDS) while preferring not to use the technology—at least as configured for their tryout adoption—in day-to-day practice.

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.”