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Deep-Learning Chest Radiograph Model Predicts Mortality for Community-Acquired Pneumonia

Imaging Technology

In this AJR accepted manuscript , a DL model was developed in 7,105 patients via one institution from March 2013 to December 2019 (3:1:1 allocation to training, validation, and internal test sets) to predict risk of all-cause mortality within 30 days after CAP diagnosis using patients’ initial chest radiograph. CURB-65 score). “The

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Opportunity for osteoporosis check on lumbar spine plain radiographs

AuntMinnie

. | W3-SSMK08-4 | Room E450A A deep learning-based framework for automated screening of osteoporosis on lumbar spine plain radiographs shows potential as another way to opportunistically make use of imaging studies performed for other indications, according to this presentation.

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AI may help plan new treatment in scoliosis patients

AuntMinnie

The current model has potential to serve as a valuable clinical tool, providing insight into the optimal timing of intervention and surgical planning parameters,” the group wrote. Features extracted from lateral radiographs. (a) AVBT was approved in the U.S. The full study can be found here.

X-ray 111
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Susanna I. Lee, MD, PhD, Named Editor of New RSNA Open Access Journal

Imaging Technology

Specializing in abdominal radiology, Dr. Lee is chief of women’s imaging and officer of mentored research in the Department of Radiology at Massachusetts General Hospital ( MGH ) and associate professor of radiology at Harvard Medical School in Boston. “I She has been the editor of RSNA’s Radiology In Training since 2019.

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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. In May 2021, St James’s Hospital in Dublin was one of 54 public hospitals affected when the Health Service Executive (HSE) was the victim of a Cyber Attack by Conti, a sophisticated, financially-motivated criminal gang.

PACS 98
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Lisfranc Fracture Dislocation

Global Radiology CME

A) AP radiograph of Lisfranc Fracture Dislocation demonstrates the circled “fleck sign” or Lisfranc ligament avulsion fracture fragment. (B) C) The lateral radiograph notes with a circle, the dorsal sub dislocation of the metatarsal base. Radiographs should be repeated after two weeks to ensure surgery is unnecessary.

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Minnies winners for 2023 highlight AI, innovation in radiology

AuntMinnie

The technology figured prominently in five Minnies categories, including Hottest Clinical Procedure. Pickhardt believes using additional clinical data on CT imaging could save healthcare costs, especially when AI tools are used in parallel, suggesting it is a cost-effective or even cost-saving strategy for personalized or precision medicine.

Radiology 132