X-ray

Medical X-rays have mostly converted from film, to computed radiography (CR) that used individual plates to record each X-ray digitally that then had to be uploaded into a PACS, to what is the standard-of-care today with digital radiography (DR). DR X-ray which allows immediate digital transfer of images into a PACS for immediate review. X-rays are used to diagnose fractures, bone abnormalities, lung pathologies and tumors, as well as monitor pediatric growth, plan for surgery and treat oncology patients during radiation therapy. More detailed anatomical imaging, especially soft tissue imaging, is usually sent for advanced imaging with CT or MRI. X-ray, especially mobile DR systems, are a primary use case for artificial intelligence (AI) integration. 

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AI inspects endotracheal tube placement on chest X-rays

Radiology researchers have demonstrated the reliability of an AI system they developed to automatically check placement of endotracheal tubes on chest X-rays.

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Deep learning model accurately detects COVID-19 on chest X-ray images

Is it pneumonia or COVID-19? With the help of artificial intelligence, a chest X-ray can reveal the answer.

New x-ray technique for checking tube placement cuts radiation dose 80%

Radiologists have developed an abdominal x-ray protocol that quantifies patient “thickness” to yield images of high quality while reducing radiation dose by 80%.

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Radiology business owner convicted after bilking CMS of $2M

The owner of a portable x-ray business faces serious jail time for attempting to defraud Medicare and Medicaid of $3.7 million, forging signatures and making false statements to hide his tracks.

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Explainable AI model accurately auto-labels chest X-rays from open access datasets

A model that can achieve accuracy in line with that of radiologists when labeling open-access datasets could be a key factor to overcoming limitations of artificial intelligence implementation, researchers explained in Nature Communications.

An example of dual-energy X-ray absorptiometry (DXA) imaging. Image courtesy of RSNA

Despite radiation exposure and fracture risk, pricey QCT bone density scans are rising in popularity

The increase may be an unintended result of a cut in DXA reimbursement rates in 2007, a MedPage Today article suggests. 

Walmart rolling out ‘state-of-the-art’ health centers with imaging, Epic EHR integration

Along with X-rays, the new outposts will also offer primary care, lab work, EKGs, behavioral health, dental, optical, and hearing services, all for a flat fee, the retailer reported. 

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Intrathoracic complications in COVID patients: Incidence, associations and outcomes

New research published in Clinical Imaging links specific adverse findings on chest imaging of COVID patients to ICU admission, need for intubation and length of hospital stay.