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Radiology a 'case study for why AI won't replace human workers' | 'Zombie algorithm phenomenon' | MAC denies AI coverage

News You Need to Know Today
Radiology a 'case study for why AI won't replace human workers' | 'Zombie algorithm phenomenon' | MAC denies AI coverage
Friday, February 27, 2026
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Editor's Choice: Artificial Intelligence

Medicare contractor proposes denying coverage for AI-based brain MRI technology

If finalized, the decision would impact radiology providers across Illinois, Minnesota, Wisconsin, Connecticut, New York, Maine, Massachusetts, New Hampshire, Rhode Island and Vermont. 

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Medicare contractor proposes denying coverage for AI-based brain MRI technology

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If finalized, the decision would impact radiology providers across Illinois, Minnesota, Wisconsin, Connecticut, New York, Maine, Massachusetts, New Hampshire, Rhode Island and Vermont. 
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Radiology has become a ‘case study for why AI won’t replace human workers,’ CNN says

Despite diagnostic imaging leading with over 1,000 FDA-cleared AI tools, the Bureau of Labor Statistics expects radiology to see 5% job growth through 2034.

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Radiology has become a ‘case study for why AI won’t replace human workers,’ CNN says

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Despite diagnostic imaging leading with over 1,000 FDA-cleared AI tools, the Bureau of Labor Statistics expects radiology to see 5% job growth through 2034.
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AI experts warn of ‘zombie algorithm phenomenon’ impacting imaging

Scientists with Columbia University are warning of a forthcoming bubble bursting in healthcare AI, sharing their thoughts in Health Affairs. 

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AI experts warn of ‘zombie algorithm phenomenon’ impacting imaging

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radiology report bubbles translate informatics imaging
Scientists with Columbia University are warning of a forthcoming bubble bursting in healthcare AI, sharing their thoughts in Health Affairs. 
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AI accurately reads brain MRIs in seconds

The tool can identify over 50 different neurological conditions with nearly 98% accuracy.

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AI accurately reads brain MRIs in seconds

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The tool can identify over 50 different neurological conditions with nearly 98% accuracy.
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AI model could improve early detection of deadly pregnancy complication, new research suggests

Despite the dangers associated with the condition, its presence can often evade detection during pregnancy.

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AI model could improve early detection of deadly pregnancy complication, new research suggests

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Despite the dangers associated with the condition, its presence can often evade detection during pregnancy.
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How Radiology Partners is using large language models to monitor AI deployment

This type of tracking helps a practice understand how radiologists interact with AI, whether they're appropriately rejecting incorrect results, and if the technology is improving detection of important findings.

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Walter Wiggins, MD, PhD, a neuroradiologist and director of clinical AI at Mosaic, explains how large language model (LLM) artificial intelligence is increasingly being used in radiology to extract structured data from narrative radiology reports to improve workflow, and to help validate, monitor and improve other AI tools being used in clinical practice.
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How Radiology Partners is using large language models to monitor AI deployment

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Walter Wiggins, MD, PhD, a neuroradiologist and director of clinical AI at Mosaic, explains how large language model (LLM) artificial intelligence is increasingly being used in radiology to extract structured data from narrative radiology reports to improve workflow, and to help validate, monitor and improve other AI tools being used in clinical practice.
This type of tracking helps a practice understand how radiologists interact with AI, whether they're appropriately rejecting incorrect results, and if the technology is improving detection of important findings.
READ MORE >

RadNet pays $33M to acquire cloud-based imaging solutions provider

The Los Angeles company previously announced it was acquiring Cimar UK in November, with a new SEC filing revealing further details about the purchase agreement. 

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Cloud service icon with options and devices. Cardiovascular Associates of America, backed by Webster Equity Partners, currently includes practices in eight different states. Its partner cardiologists now have preferred access to multiple cloud-based services provided by Athenahealth. 
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RadNet pays $33M to acquire cloud-based imaging solutions provider

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Cloud service icon with options and devices. Cardiovascular Associates of America, backed by Webster Equity Partners, currently includes practices in eight different states. Its partner cardiologists now have preferred access to multiple cloud-based services provided by Athenahealth. 
The Los Angeles company previously announced it was acquiring Cimar UK in November, with a new SEC filing revealing further details about the purchase agreement. 
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AI-powered lung cancer screening support tool nabs FDA clearance

The software was designed to address issues with inter-reader variability common to LDCT screenings. 

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AI-powered lung cancer screening support tool nabs FDA clearance

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The software was designed to address issues with inter-reader variability common to LDCT screenings. 
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New AI foundation model offers wide adaptability across neuroradiology

Unlike most AI tools that were built for specific applications like identifying stroke, the foundation model can be used for a wide array of tasks, as it can learn from other AI frameworks. 

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Brain
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New AI foundation model offers wide adaptability across neuroradiology

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Unlike most AI tools that were built for specific applications like identifying stroke, the foundation model can be used for a wide array of tasks, as it can learn from other AI frameworks. 
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FDA clears algorithm that spots and quantifies incidental lung nodules

The platform provides radiologists with a Malignancy Similarity Index score, used to help determine the likelihood that an incidental nodule is malignant.

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FDA clears algorithm that detects and quantifies incidental lung nodules
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FDA clears algorithm that spots and quantifies incidental lung nodules

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FDA clears algorithm that detects and quantifies incidental lung nodules
The platform provides radiologists with a Malignancy Similarity Index score, used to help determine the likelihood that an incidental nodule is malignant.
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AI-supported mammography more effective than standard screening, new large-scale study contends

The findings come from Sweden's Mammography Screening with Artificial Intelligence, or MASAI, a randomized clinical trial incorporating over 105,000 women. 

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Artificial intelligence can help make breast cancer screening mammography more accurate.
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AI-supported mammography more effective than standard screening, new large-scale study contends

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Artificial intelligence can help make breast cancer screening mammography more accurate.
The findings come from Sweden's Mammography Screening with Artificial Intelligence, or MASAI, a randomized clinical trial incorporating over 105,000 women. 
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Artificial intelligence helps assign CPT codes for interventional radiology procedures

Translating procedures into standardized billing codes can be an arduous task, but researchers believe large language models offer an opportunity to simplify this work. 

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Artificial intelligence helps assign CPT codes for interventional radiology procedures

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Translating procedures into standardized billing codes can be an arduous task, but researchers believe large language models offer an opportunity to simplify this work. 
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Healthcare executives push for federal AI policy framework that preempts state laws

The Healthcare Leadership Council—a forum for C-suite leaders across different industries—recently released the results of a new survey of its members.

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Healthcare executives push for federal AI policy framework that preempts state laws

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AI healthcare doctor surgery procedure artificial intelligence
The Healthcare Leadership Council—a forum for C-suite leaders across different industries—recently released the results of a new survey of its members.
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