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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Semiautonomous AI shows potential to reduce false positives, unnecessary procedures and medical expenses

Scientists developed the deep learning algorithm using a set of over 123,000 digital mammograms (including 6,100-plus cancer cases). 

healthcare AI code of conduct

Submitted for consideration by all healthcare AI stakeholders: 10 principles, 6 commitments, 1 direction

Key collaborators across the healthcare AI life cycle now have a common set of principles to which they can hold each other. And that means everyone from developers and researchers to providers, regulators and even patients.

First-in-human trial shows potential of guiding CABG with cardiac CT and AI—no ICA required

An independent heart team blinded to ICA results was able to deliver helpful guidance for CABG procedures for 99.1% of patients using just CCTA and FFRCT alone. This approach is safe and feasible, researchers wrote, and the next step is to gather additional data. 

artificial intelligence in healthcare

Industry Watcher’s Digest

Buzzworthy developments of the past few days.

New York Times artificial intelligence training data

The well for AI training data is running dry. Big Tech heavyweights are taking extraordinary measures to deal with the drought.

Bumping up hard against the reality of depleted data sources, three of AI’s top players have been acting like they’ve had no choice but to consider cutting corners.

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Northwestern Medicine is collaborating with Dell to develop AI for reading X-rays

The new artificial intelligence model is currently reading draft radiographs at the Illinois health system.

artificial intelligence industry

Industry Watcher’s Digest

Buzzworthy developments of the past few days.

generative AI in healthcare

GenAI-focused market researchers: ‘The payer–provider divide is wide and has dangerous implications’

Providers and payers disagree on a lot of things. But the camps are united in their appreciation of workers who have skills relevant to advancing GenAI in healthcare. 

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