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News You Need to Know Today
AI buyer's guide | Adapting AI tools for pediatric patients | AI efficiency gains | The evolving AI regulatory landscape | More
Monday, October 19, 2026
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Editor's Choice: Artificial Intelligence

A 3-step buyer’s guide for evaluating radiology AI solutions

To date, no one has published an independent, comparative performance analysis of AI detection models in imaging, similar to Consumer Reports, the study's authors believe. 

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money business cash flow dollar. Kingsway Financial Services, a Chicago-based holding company with subsidiaries in several industries, has acquired New Jersey-based Digital Diagnostics Imaging (DDI) for $11 million. The transaction was funded with $5.4 million in cash and $5.6 million in debt financing.
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A 3-step buyer’s guide for evaluating radiology AI solutions

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money business cash flow dollar. Kingsway Financial Services, a Chicago-based holding company with subsidiaries in several industries, has acquired New Jersey-based Digital Diagnostics Imaging (DDI) for $11 million. The transaction was funded with $5.4 million in cash and $5.6 million in debt financing.
To date, no one has published an independent, comparative performance analysis of AI detection models in imaging, similar to Consumer Reports, the study's authors believe. 
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Researchers develop way of adapting adult radiology AI models to pediatric population

Currently, only about 17% of U.S. Food and Drug Administration-authorized AI medical devices are labeled for use with children. 

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Researchers develop way of adapting adult radiology AI models to pediatric population

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Currently, only about 17% of U.S. Food and Drug Administration-authorized AI medical devices are labeled for use with children. 
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AI matches radiologists at prostate cancer detection via MRI

A lack of generalizability in the early days of AI development was one of the biggest caveats attached to the technology.

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AI performs on par with radiologists at prostate cancer detection across diverse MRI datasets
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AI matches radiologists at prostate cancer detection via MRI

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AI performs on par with radiologists at prostate cancer detection across diverse MRI datasets
A lack of generalizability in the early days of AI development was one of the biggest caveats attached to the technology.
READ MORE >

Widespread AI adoption in private practice produces measurable efficiency gains

European imaging experts recently conducted an expansive study, involving 10 different AI tools from seven separate vendors, implemented across 20 centers staffed by 58 rads. 

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artificial intelligence money finance acquisition
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Widespread AI adoption in private practice produces measurable efficiency gains

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artificial intelligence money finance acquisition
European imaging experts recently conducted an expansive study, involving 10 different AI tools from seven separate vendors, implemented across 20 centers staffed by 58 rads. 
READ MORE >

Physicians fire back against HHS secretary’s claim AI is ‘better informed’ than human docs

Health and Human Services Secretary Robert Kennedy Jr. said he believes the technology offers the opportunity to “free us from medical tyranny.” 
 

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Man vs. Machine artificial intelligence AI. Replacing radiologists with AI.
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Physicians fire back against HHS secretary’s claim AI is ‘better informed’ than human docs

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Man vs. Machine artificial intelligence AI. Replacing radiologists with AI.
Health and Human Services Secretary Robert Kennedy Jr. said he believes the technology offers the opportunity to “free us from medical tyranny.”  
READ MORE >

Radiology AI authorizations rise 42% as regulatory landscape evolves

A new analysis of the U.S. Food and Drug Administration’s artificial intelligence-enabled medical device database details how the technology’s regulatory standing has changed in recent years. 

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artificial intelligence
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Radiology AI authorizations rise 42% as regulatory landscape evolves

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artificial intelligence
A new analysis of the U.S. Food and Drug Administration’s artificial intelligence-enabled medical device database details how the technology’s regulatory standing has changed in recent years. 
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Health system will use AI instead of radiologists for breast imaging 2nd reads

The implementation will span three hospitals in Sweden’s Stockholm Region, supporting between 200,000 and 250,000 breast imaging exams annually. 

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mammography lunit
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Health system will use AI instead of radiologists for breast imaging 2nd reads

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mammography lunit
The implementation will span three hospitals in Sweden’s Stockholm Region, supporting between 200,000 and 250,000 breast imaging exams annually. 
READ MORE >

AI outperforms standard methods of predicting organ failure in acute pancreatitis patients

Persistent organ failure is among the most serious complications of acute pancreatitis and is associated with mortality rates of 30% to 50%. 

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AI tool predicts which acute pancreatitis patients are vulnerable to organ failure
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AI outperforms standard methods of predicting organ failure in acute pancreatitis patients

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AI tool predicts which acute pancreatitis patients are vulnerable to organ failure
Persistent organ failure is among the most serious complications of acute pancreatitis and is associated with mortality rates of 30% to 50%. 
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AI tool may help certain brain tumor patients avoid repeat GBCA exposure

Researchers believe the approach could eventually help reduce unnecessary gadolinium exposure for some patients while maintaining useful information for diagnosis and treatment planning. 

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gadolinium, GBCAs
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AI tool may help certain brain tumor patients avoid repeat GBCA exposure

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gadolinium, GBCAs
Researchers believe the approach could eventually help reduce unnecessary gadolinium exposure for some patients while maintaining useful information for diagnosis and treatment planning. 
READ MORE >

Hospitals need a management strategy for radiology AI before investing

Radiology departments need to think about long-term management of AI, not just which algorithms may help them currently.

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Anand Singh, MD, FACR, chair of the Radiology Partners National Quality and Safety Committee, associate director of Mosaic Clinical Technologies, said hospitals should begin by identifying the specific problems they want AI to solve rather than starting with the technology itself.
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Hospitals need a management strategy for radiology AI before investing

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Anand Singh, MD, FACR, chair of the Radiology Partners National Quality and Safety Committee, associate director of Mosaic Clinical Technologies, said hospitals should begin by identifying the specific problems they want AI to solve rather than starting with the technology itself.
Radiology departments need to think about long-term management of AI, not just which algorithms may help them currently.
READ MORE >

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