Our most popular articles this week centered the theme of sustainability and reduction of carbon emissions in radiology.
We scan the top radiology sources so you don’t have to.
From AI breakthroughs to imaging trends, we serve up real-time radiology insights.
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Multiparametric breast MRI to problem-solve mammographically detected suspicious calcifications
Mammographic calcifications account for 31 % of recalled lesions in digital screening mammography, representing 0.4–2 % of all women undergoing mammographic screening[1,2]. However, approximately 50–80 % of these lesions are benign [2,3]. When malignant, about 66 % are confirmed as ductal carcinoma in situ (DCIS) [4]. As such, mammographic calcifications account for about 80 % of DCIS diagnoses [5,6]. DCIS is the most controversial breast malignancy diagnosed in women, as pure DCIS is non-lethal…
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Machine learning outperforms deep learning in adhesive capsulitis diagnosis: a clinical-radiomics model bridging PD-T2 MRI and multimodal data fusion
Adhesive Capsulitis of the Shoulder (ACS) is a chronic inflammatory condition characterized by capsular fibrosis, thickening, and restricted mobility. Early diagnosis remains challenging due to the limited sensitivity of traditional imaging and symptom-based methods.
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Real-life performance of AI-aided radiologists, emergency physicians and two AI solutions for diagnosing bone fractures in appendicular skeletal trauma
Appendicular skeletal trauma is the most frequent reason for admission to emergency departments, and X-ray is the first imaging modality [1–4]. Artificial intelligence (AI) holds potential to improve patient management throughout their journey in emergency departments [5]. Notably, the development of AI solutions based on deep convolutional neural networks (DCNNs) for detecting bone fractures has attracted considerable attention given the prevalence of appendicular skeletal trauma. However, AI c…
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Transformer-based multimodal fusion model predicts early hematoma expansion in spontaneous cerebral hemorrhage: A multicenter study
Spontaneous intracerebral hemorrhage (sICH) represents around 10–15 % of all strokes. Approximately 25 % of patients show an increase in hematoma volume during follow-up non-contrast computed tomography (NCCT) performed 6–24 h after the initial scan, a phenomenon known as early hematoma expansion (EHE) [1–3]. This phenomenon significantly increases the rates of disability and mortality in patients. Although treatment strategies such as intensified blood pressure management, hemostatic agents, an…
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Oct 10 2025 This Week in Cardiology
GLP-1 use in HFrEF, left atrial posterior wall isolation during AF ablation, peri-device leaks for LAAO, new findings in post-cardiac surgery AF, and imaging before AF ablation are the topics John Mandrola, MD, discusses in this week’s podcast. theheart.org on Medscape
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GPs Split on PSA Testing as Clearer Guidance Urged
Experts at the RCGP Annual Conference called for clearer PSA testing guidance to help GPs manage prostate cancer risk. Medscape News UK
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What New Research Reveals About Preoperative Breast MRI
Women who had an MRI prior to undergoing surgery for newly diagnosed breast cancer were 18 percent more likely to have a mastectomy, according to newly published research.
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Identifying Patients for Lung Cancer Screening
Dr Neena Chandrasekaran discusses lung cancer screening. Medscape
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Ultrasound Correlates With CT in Aneurysm Assessment
Ultrasound can be used as a first-line tool for regular and follow-up screening for aortic aneurysms in patients with giant cell arteritis due to a strong correlation with CT results, a study shows. Medscape News UK