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Deep learning combines breast imaging data to predict cancer prognosis

AuntMinnie

A team led by Junqi Han, MD, from the Affiliated Hospital of Qingdao University in China found that its model combining data from mammography images, ultrasound images, and other characteristics performed well in predicting disease-free survival of breast cancer. They collected imaging data to establish deep-learning models using ResNet50.

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ECR: 3 tips for developing a successful cardiac imaging practice

AuntMinnie

Together with our radiographers, I learned to scan cardiac patients and learned special anatomy from pediatric cardiologists and pediatric cardiac surgeons." He noted that in 2019, the European Society of Cardiology issued updated guidelines for diagnostic imaging of coronary artery disease (CAD), recommending noninvasive imaging (i.e.,

Imaging 104
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REBEL Cast Ep123: Reduced-Dose Systemic Peripheral Alteplase in Massive PE?

REBEL EM

Am J Cardiol 2013. in the paper but 2.7% to ≈0.99 (p<0.001) Mean MPI/Tei Index≈ 0.47 selection bias) Unclear therapies prior to lytics (i.e. A Randomized Trial of the Optimum Duration of Acoustic Pulse Thrombolysis Procedure in Acute Intermediate-Reisk Pulmonary Embolism: The OPTALYSE PE Trial. JACC Cardiovasc Interv 2018.

Hospital 136
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Minnies winners for 2023 highlight AI, innovation in radiology

AuntMinnie

Louis, MO, and stayed on as Washington University faculty for 15 years before joining the Mayo Clinic-Arizona in 2013 as professor of radiology. We should be leveraging the ‘free’ body composition data that is available on all abdominal CTs.”— We’re starting to see the fruits of these goals and it’s good,” Menias said.

Radiology 132
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REBEL Core Cast 94.0 – SBO

REBEL EM

There is no history or physical exam feature that rules out the disease Lactate elevation is a late finding in SBO. Examples: adhesions, neoplasms, inflammatory disease (i.e. A normal lactate does not rule out the diagnosis Plain X-rays perform poorly in making or ruling out the diagnosis. Absent bowel sounds Peritoneal signs (i.e.

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The RAMPP Trial: Randomised Ambulatory Management of Primary Pneumothorax

REBEL EM

Previous studies regarding ambulatory management included randomized trials that lacked adequate power, and recently, a 2013 systematic review that, although showed promise in the ambulatory approach, had poor data quality with a high risk of bias. 2013 Jul;68(7):664-9. Epub 2013 Mar 20. 2003;326(7400):1167-1170. PMID: 23515437.

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The DINAMO Study: Efficacy and Safety of Non-Antibiotic Outpatient Treatment in Mild Acute Diverticulitis

REBEL EM

Fletcher, MD, FACEP and Nicholas Slattery, MD Background: Diverticulitis is a common finding amongst Emergency Department patients, accounting for more than 360,000 visits in 2013 alone 1. Emergency Department Burden of Diverticulitis in the USA, 2006-2013. Dig Dis Sci. PMID: 28332105 Biondo S et al.

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