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Only 1 healthcare-specific AI startup makes a Forbes top 25

Binoculars

After perusing info on AI startups as compiled by Crunchbase, Forbes senior contributor Louis Columbus has named one “to watch” in 2021 that serves exclusively healthcare.

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Predicting psychiatric readmission proves ‘hard for humans, hard for machines’

Consult

Researchers have found that some AI models do better, on average, than expert psychiatrists at the difficult task.

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FDA refines its approach to AI-based software

Magnifying Glass

The FDA’s new Digital Health Center of Excellence has released a document describing how it will henceforth oversee and evaluate software that incorporates AI and machine learning for medical applications.

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Mega dollars, major support forthcoming for AI R&D

Ideas

AI researchers and developers across the U.S. received a powerful if overshadowed shot in the arm on New Year’s Day.

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Cardiological AI gets 510(k) nod

heart.png

The FDA has cleared UK-based Ultromics to sell an AI-powered tool for diagnosing coronary artery disease (CAD) on echocardiograms.

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3 reasons humans are irreplaceable by colonoscopy AI

Gastroenterologists need not fear being replaced by machines—and patients don’t have to worry about robot colonoscopists.

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3 ‘states of consistency’ every AI program needs to succeed

Darts

Of 52 AI models analyzed by MIT’s Center for Information Systems Research over the past two years, 31 have been deployed. The rest were in pilot phases or under development.

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Eye AI performs unexceptionally in clinical settings

Detecting diabetic retinopathy on eyeball imaging has been touted as one of medical AI’s most promising applications, as “the machine” has repeatedly equaled or bested humans at the task.

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AI enables faster, smarter inoculations at COVID drive-throughs

Cars

Academic experts in disaster response have developed an AI-based simulation model that accurately predicts ebbs and flows in traffic at drive-through vaccination stations.

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Sophisticated neural network simulates rational thought processes

Foraging Squirrel

Researchers have used explainable AI to break down a hypothetical animal’s foraging behaviors into measurable cognitive dynamics. They hope their success leads to a better understanding of how humans think.

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