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News You Need to Know Today
AI reduces need for MRI contrast | Docs likely to accept incorrect AI diagnoses | Evaluating the financial impact of AI | More
Wednesday, July 29, 2026
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Editor's Choice: Artificial Intelligence

AI could eliminate imaging contrast for some MRI scans

The technique analyzes standard pre-contrast cardiac MRIs to produce “virtual contrast” images resembling enhanced ones.  

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AI helps reduce needs for GBCA use during cardiac MRI scans
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AI could eliminate imaging contrast for some MRI scans

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AI helps reduce needs for GBCA use during cardiac MRI scans
The technique analyzes standard pre-contrast cardiac MRIs to produce “virtual contrast” images resembling enhanced ones.  
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The downside of AI: Some rads accept recommendations even when they're incorrect

Radiologists who utilize artificial intelligence support may be vulnerable to automation bias, which can deteriorate their performance over time. 

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The downside of AI: Some rads accept recommendations even when they're incorrect

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artificial intelligence consultation
Radiologists who utilize artificial intelligence support may be vulnerable to automation bias, which can deteriorate their performance over time. 
READ MORE >

7-minute knee MRI possible with deep learning reconstruction

This can be achieved without sacrificing image quality and could offer providers the same diagnostic accuracy as full-length scans that take between 15 and 45 minutes. 

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7-minute knee MRI possible with deep learning reconstruction

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doctor looking at CLTI patient's leg
This can be achieved without sacrificing image quality and could offer providers the same diagnostic accuracy as full-length scans that take between 15 and 45 minutes. 
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Bipartisan bill seeks to bolster AI use in pediatric cancer care

Members of the Childhood Cancer Caucus are proposing the Accelerating Innovation for Kids Act, aimed at fast-tracking the deployment of this tech in pediatrics. 

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Bipartisan bill seeks to bolster AI use in pediatric cancer care

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artificial intelligence AI policy washington capitol
Members of the Childhood Cancer Caucus are proposing the Accelerating Innovation for Kids Act, aimed at fast-tracking the deployment of this tech in pediatrics. 
READ MORE >

A pragmatic framework for evaluating the financial impact of radiology AI

A new analysis offers insight into how the decision to implement AI can affect an organization’s clinical efficiency and financial health, suggesting these decisions do not always offer the ROI vendors promise.

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Private equity-backed cardiology group partners with additional healthcare investment firm.
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A pragmatic framework for evaluating the financial impact of radiology AI

Share on Twitter Share on Facebook Share on Linkedin
Private equity-backed cardiology group partners with additional healthcare investment firm.
A new analysis offers insight into how the decision to implement AI can affect an organization’s clinical efficiency and financial health, suggesting these decisions do not always offer the ROI vendors promise.
READ MORE >

Generative AI use in radiology manuscript writing has more than doubled

Disclosing the utilization of AI is not enough to ensure the integrity of manuscripts, the editor-in-chief of a prominent radiology journal cautions.

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artificial intelligence healthcare industry digest
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Generative AI use in radiology manuscript writing has more than doubled

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artificial intelligence healthcare industry digest
Disclosing the utilization of AI is not enough to ensure the integrity of manuscripts, the editor-in-chief of a prominent radiology journal cautions.
READ MORE >

AI helps spot previously 'invisible' gray matter MS lesions

Although it's well-established that lesions in the brain’s gray matter play a significant role in the progression of multiple sclerosis, there has been no reliable way to visualize these abnormalities on imaging.

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AI helps spot invisible gray matter MS lesions
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AI helps spot previously 'invisible' gray matter MS lesions

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AI helps spot invisible gray matter MS lesions
Although it's well-established that lesions in the brain’s gray matter play a significant role in the progression of multiple sclerosis, there has been no reliable way to visualize these abnormalities on imaging.
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Nearly 100% of patients surveyed say they’d want to know when AI is used in imaging

Researchers recently sought to better understand how patients perceive rapidly evolving advancements in AI, sharing their findings in RSNA’s Radiology. 

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Nearly 100% of patients surveyed say they’d want to know when AI is used in imaging

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artificial intelligence
Researchers recently sought to better understand how patients perceive rapidly evolving advancements in AI, sharing their findings in RSNA’s Radiology. 
READ MORE >

Generative AI chest X-ray models offer new approach to radiology reporting and quality improvement

While the technology remains investigational in many practices, researchers say it has the potential to improve diagnostic accuracy, streamline AI development and strengthen radiology quality assurance.

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 Robert Harris, PhD, a machine learning engineer at Virtual Radiologic (vRad), outlined his team's work developing and evaluating a generative chest X-ray machine learning model for use within one of the nation's largest teleradiology practices.
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Generative AI chest X-ray models offer new approach to radiology reporting and quality improvement

Share on Twitter Share on Facebook Share on Linkedin
 Robert Harris, PhD, a machine learning engineer at Virtual Radiologic (vRad), outlined his team's work developing and evaluating a generative chest X-ray machine learning model for use within one of the nation's largest teleradiology practices.
While the technology remains investigational in many practices, researchers say it has the potential to improve diagnostic accuracy, streamline AI development and strengthen radiology quality assurance.
READ MORE >

AI cuts hospital system's MRI wait times by more than 50%

The health network, which operates 37 hospitals in California, drastically reduced scheduling delays after integrating an FDA-cleared algorithm designed to speed up imaging acquisition times.  

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AI cuts hospital system's MRI wait times by more than 50%

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The health network, which operates 37 hospitals in California, drastically reduced scheduling delays after integrating an FDA-cleared algorithm designed to speed up imaging acquisition times.  
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Uneven access to radiology AI could deepen healthcare disparities

New Neiman research explores how Medicare's New Technology Add-On Payment has impacted use of an AI triage tool for pinpointing severe strokes. 

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Uneven access to radiology AI could deepen healthcare disparities

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stroke brain dementia alzheimer's puzzle mental health
New Neiman research explores how Medicare's New Technology Add-On Payment has impacted use of an AI triage tool for pinpointing severe strokes. 
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