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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When training AI to classify chest x-rays, is more data always better?

Convolutional neural networks (CNNs) trained with 20,000 labeled images can accurately classify chest x-rays as normal or abnormal, according to new findings published in Radiology. Training the CNN with an additional 180,000 images, the authors noted, only yielded “marginal” benefits.

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Breakthrough could lead to safer, more affordable x-ray imaging

The work of chemists from the National University of Singapore (NUS) could someday lead to safer, more affordable x-rays, according to new research published in Nature.

Patents awarded for new nanoparticle activated by x-ray, ultrasound to kill cancer

The University of Texas at Arlington (UTA) was awarded U.S. and international patents on a nanoparticle that can be activated by x-ray or ultrasound and kill multiple cancers without harming healthy surrounding tissues.

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X-ray utilization for infants with bronchitis still high

In spite of guidelines recommending against routine x-rays for infants diagnosed with bronchitis, new analysis of emergency department visits in the United States suggests there has been no decrease in x-ray utilization.

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CT more accurate than x-rays for detecting rib fractures during child abuse investigations

Chest CT is more accurate than chest x-rays for postmortem rib fracture detection, according to research published in The Lancet Child & Adolescent Health.

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AI interprets chest x-rays, but not well enough to replace radiologists

An artificial intelligence (AI) algorithm can effectively help radiologists interpret chest x-rays, according to new research published in PLOS ONE. However, limitations persist that make it seem unlikely such an algorithm could actually replace a radiologist altogether.

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Carestream digital x-ray system installed at remote Antarctic research station

A Carestream digital x-ray system has been installed at the Italian-French Concordia station in Antarctica, on a 10,500-foot mountain 620 miles from the coast.

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New report anticipates global rise in x-ray mammography imaging

The utilization of x-ray mammography systems to detect breast cancer is expected to rise in highly populated countries throughout the world in the years ahead, according to a new report from Frost & Sullivan.