Ryan McBeth

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#MyRadGirlfriend No. 88: Data is king, but food fills seats
Data is all the rage as healthcare analysts look for quantitative measures of healthcare quality. But how do you get busy attending physicians and residents to fill out surveys? Find out one trick in the next installment of #MyRadGirlfriend.
June 27, 2019
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#MyRadGirlfriend No. 87: The feminist narrative
Do today's research trials adequately reflect medical outcomes in women? Or are they too focused on men? Ryan starts to wonder in the next installment of #MyRadGirlfriend.
June 13, 2019
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#MyRadGirlfriend No. 86: Think before you scoot
Electric scooters are everywhere now, and while they can be a lot of fun, they also can have unintended consequences. One of those is more work for radiologists who read imaging studies from the emergency room -- including Andy, who decides to make a statement in the next installment of #MyRadGirlfriend.
May 30, 2019
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#MyRadGirlfriend No. 85: The magic of Cinco de Mayo
With the Cinco de Mayo holiday approaching, many hospital residents who aren’t working or aren’t on call have the opportunity to blow off a little steam. Priya and Andy are no different, as we discover in the next installment of #MyRadGirlfriend.
May 2, 2019
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Emergency Radiology
#MyRadGirlfriend No. 84: The most dangerous place
Yes, the emergency room can be a dangerous place for a physician. But even greater danger can be found elsewhere in the hospital, as we learn in the next installment of #MyRadGirlfriend.
April 11, 2019
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#MyRadGirlfriend No. 83: Circling the drain
One of the most challenging things about a radiologist's job can be dealing with referring clinicians, especially ones that are particularly obstinate, as Dr. Rankin is in the next installment of #MyRadGirlfriend.
March 21, 2019
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#MyRadGirlfriend No. 82: When you hear hoofbeats ...
It's been a late night in the reading room, and Andy encounters a perplexing case that could have a variety of differential diagnoses. Find out how she settles on the correct one in the next installment of #MyRadGirlfriend.
March 7, 2019
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#MyRadGirlfriend No. 81: The price to pay for being antivax
Antivaxxers may think they're doing the right thing for their kids, but there's a price to pay for not getting vaccinated -- and it's mainly paid by their children, as Andy and Ryan find out in the next installment of #MyRadGirlfriend.
February 21, 2019
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#MyRadGirlfriend No. 80: Anxiety in the reading room
What fears push your anxiety buttons? For some radiologists, it's the board exam, while others have more existential concerns. Andy has to face some of her internal demons during a long night in the reading room in the next installment of #MyRadGirlfriend.
February 7, 2019
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#MyRadGirlfriend No. 79: How sweet it is
Most folks would agree that the explosion of new coffee varieties is a great thing. But they can have a downside, as Andy and Priya find out in the next installment of #MyRadGirlfriend.
January 24, 2019
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Example of AI-assisted pulmonary nodule detection and longitudinal volumetric assessment in a 65-year-old woman with peripheral arterial disease, a 24-pack-year smoking history, emphysema, and a family history of lung cancer. An incidental 8.5-mm right lower lobe pulmonary nodule is identified at CT angiography of the abdomen in July 2022 but does not receive follow-up. Subsequent imaging demonstrates interval growth, and CT-guided biopsy confirms stage IA lung adenocarcinoma. Contrast-enhanced axial chest CT images obtained on February 2, 2024, before robotic-assisted thoracoscopic segmentectomy, show a 12.1-mm spiculated right lower lobe pulmonary nodule. (A) Conventional contrast-enhanced axial chest CT image without AI assistance shows a 12.1-mm spiculated right lower lobe pulmonary nodule. (B) Corresponding CT image with AI-assisted pulmonary nodule detection, automated segmentation, and quantitative nodule assessment identifies a solid pulmonary nodule (nodule #1) measuring 13 × 8 (11) mm, with a volume of 739 mm3, a 45% volumetric increase compared with the previous contrast-enhanced chest CT performed on October 9, 2023 (510 mm3), and an estimated volume doubling time (VDT) of 216 days. (C) AI-generated longitudinal nodule analysis displays automated segmentation of the current (February 2, 2024) and previous (October 9, 2023) CT examinations, 3D nodule reconstruction, and quantitative volumetric assessment for longitudinal follow-up. The AI interface is displayed in the original software language (Dutch).
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Artificial intelligence (AI) assistance facilitates correct fracture identification in cases initially missed by human readers. A representative case is shown using anteroposterior radiographs in a 29-year-old male patient with wrist trauma (suspected nondisplaced transverse scaphoid fracture). The reader’s initial unaided assessment (top) resulted in a missed fracture, whereas with AI assistance (bottom), the fracture was correctly identified. The green box represents the fracture location as predicted by the AI tool, the blue box represents the reference standard annotation, and the red dots represent individual reader annotations.
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