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

Imaging Technology

CURB-65 score). “The deep learning (DL) model may guide clinical decision-making in the management of patients with CAP by identifying high-risk patients who warrant hospitalization and intensive treatment,” concluded first author Eui Jin Hwang, MD, PhD, from the department of radiology at Seoul National University College of Medicine in Korea.

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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: Implementing imaging referral guidelines shows positive impact

AuntMinnie

In an open forum, Yi Xiang Tay, of Singapore University Hospital's radiography and diagnostic imaging department, shared his team's research. After a critical appraisal of hundreds of citations published between 2013 and March 2023, the researchers gleaned 31 studies for their narrative review.

Imaging 107
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Surgeons Weigh In: Top Indications for WBCT: Part 3

CurveBeam AI

Whenever bilateral standing radiographs would have been needed, a WBCT was performed instead. The reality is that if insurance was not an issue, I would not perform conventional radiographic imaging anymore. It is usually when I am trying to prove instability and the need for surgery.

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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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Surgeons Weigh In: Top Indications for WBCT

CurveBeam AI

Alessio Bernasconi, MD, PhD, FEBOT Azienda Ospedaliera Universitaria Federico II of Naples Department of Orthopaedic Surgery Naples, Italy I think that every condition for which one would traditionally request a bilateral standing radiographic imaging of both feet is a good indication for WBCT. Even soft tissue issues (i.e.

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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 to 4.0mg/hr typically given in EKOS therapy (See Below). 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.

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