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DL algorithm targeting prostate cancer demonstrates clinical impact

AuntMinnie

When radiologists interpretations are indeterminate, a commercially available deep learning algorithm could find clinically significant prostate cancer with improved specificity while maintaining sensitivity, suggested research published March 11 in Radiology. A majority (179) of participants underwent multiparametric MRI, the authors noted.

Clinic 229
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Radiology suffers in missile attack on Kyiv pediatric hospital

AuntMinnie

X-ray and ultrasound machines were badly damaged in a rocket attack on Ukraine's largest children's hospital on July 8, according to radiologist Stanislav Rebenkov, MD. Rebenkov has been head of radiology at Ohmatdyt Children's Hospital since 2020. Broken glass and damaged equipment are found throughout the hospital.

Hospital 336
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Generative AI, radiologist shortages feature in 2024 Minnies

AuntMinnie

Middlebrooks, MD, Mayo Clinic, Jacksonville, FL Erik H. Middlebrooks, MD, of the Mayo Clinic in Jacksonville, FL. He is particularly excited about the growth of ultrahigh field MRI in neuroimaging -- especially since he reads neurodegenerative and movement disorder cases every day, he told AuntMinnie.com. "We Middlebrooks, MD.

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Radiology responds to devastating floods in Spain

AuntMinnie

Work in our hospital, and especially in our radiology department, has been exceptionally challenging throughout this crisis -- and it continues to be so," Eva Llopis, MD, head of radiology at Hospital Universitari de la Ribera in Alzira, the capital of the comarca of Ribera Alta in the province of Valencia, told AuntMinnie.com on November 5.

Radiology 330
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New AI model successfully segments anatomic structures in MR images

AuntMinnie

The study results suggest that the model, called TotalSegmentator MRI, could improve radiology department workload, said senior author Jakob Wasserthal, PhD, of University Hospital Basel in Switzerland. To this end, D'Antonoli and colleagues built TotalSegmentator MRI, which they based on nnU-Net. for 13 anatomic structures).

Imaging 249
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T2-weighted MRI shows promise for body composition analysis

AuntMinnie

The findings suggest an alternative to dual-energy x-ray absorptiometry (DEXA) or CT imaging, which have been commonly used for this purpose but which carry particular limitations, wrote a team led by Johannes Haubold, MD, of the University Hospital Essen in Germany. The results were published February 19 in Investigative Radiology.

MRI 147
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Moore’s Law for radiologists

AuntMinnie

So as to report more CT and MRI, radiologists stopped doing hands-on ultrasound and fluoroscopy. Many diagnostic radiologists became pure CT and MRI specialists. But the pressure kept building, and the number of CT and MRI scans grew by 20% annually in my hospital. So radiologists started dropping duties.