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Radiology departments can adopt responsible frameworks to deploy AI

AuntMinnie

Adopting a responsible framework could help overcome challenges in applying AI to medical imaging, according to an article published in the Canadian Journal of Cardiology. The platform works as an interface between existing clinical PACS and AI models. The full description of PACS-AI can be found here.

PACS 306
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AI detects incidental lung nodules on chest x-rays

AuntMinnie

Insight CXR has been used as an aid to help interpret all posterior-anterior and anterior-posterior chest x-rays at the authors’ hospital since March 2021, with the group continually evaluating its impact in clinical practice. The full article is available here. Image courtesy of Scientific Reports.

X-ray 312
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AI performs well triaging lung x-rays in real-world settings

AuntMinnie

AI-assisted triage of lung x-rays using commercially available software could help reduce turnaround times in real-world settings by 77%, according to an article published October 10 in the European Journal of Radiology. In this study, the researchers integrated the software into their hospital’s PACS.

X-ray 234
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AuntMinnie 2001: Frontline radiologists recall September 11

AuntMinnie

New articles will be published each Monday up until our official anniversary at RSNA 2024. Our top article from 2001 reported on the role radiologists played in responding to the terrorist attacks on 9/11 and was published on October 31, 2001. But most of the patients had only minor injuries, many of which did not require x-rays.

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Responding to a Ransomware Attack in Radiology

Everything Rad

Reading Time: 8 minutes read By Dr. Niall Sheehy, MB, MRCP, FFR RCSI, St James’s Hospital -Trinity College Dublin. Imagine that your radiology department has no access to your PACS, your RIS, or even email. Our radiology department was one of the fortunate ones, we were without PACS “only” six days. No PACS/RIS.

PACS 98
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Experts Outline Considerations to Deploy AI in Radiology

Imaging Technology

The article also emphasizes the importance of collaboration to improve clinical deployment. Connor Family Professor and Endowed Chair of Research and Innovation at Children's National Hospital. “AI AI tools can play a key role in radiology, but radiologists must be able to trust in the systems’ design and receive adequate training.

Radiology 102
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Duct Tape and Dreams: The Reality of Deploying AI “In the Wild” 

Aidoc

To be honest, like most radiologists, I work hard, do my CME and read the occasional journal article that interests me. But when these researchers then triumphantly march down the road to the University Medical Center and attempt to deploy this solution in the radiology department’s PACS, they are met with a cold water bath.

PACS 52