Retrieving structured information from radiology reports remains a major challenge within clinical and research settings. Traditional keyword-based systems, despite widespread use, often fa
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Magnetic resonance angiography (MRA) plays a vital role in the assessment and monitoring of thoracic aortic disease. While contrast-enhanced MRA provides fast, high-resolution imaging, nonc
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Computed tomography (CT) has revolutionised medical diagnostics by enabling rapid and detailed internal imaging. Its widespread use has contributed to improved clinical decision-making and
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Accurate distinction between benign and malignant breast lesions is critical for guiding patient management and avoiding unnecessary interventions. Traditional imaging methods, while effective...
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Hip fractures are a major concern in clinical practice, particularly among older patients, as they are associated with significant levels of morbidity, mortality and long-term disability. A
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The clinical deployment of artificial intelligence (AI) in prostate cancer detection is advancing rapidly, particularly in the use of multiparametric MRI for diagnosing clinically significa
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Artificial Intelligence has emerged as a promising support tool for fracture diagnosis in clinical radiology, aiming to address persistent issues such as missed fractures and diagnostic var
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Magnetic resonance imaging (MRI) is the preferred method for evaluating internal knee injuries, particularly in sports-related cases. However, traditional MRI protocols often involve long s
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Low-dose computed tomography (LDCT) for lung cancer screening (LCS) offers a significant opportunity to reduce mortality among high-risk individuals. However, alongside its primary goal, it
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Low-dose computed tomography (LDCT) has become a well-established approach for lung cancer screening in individuals at high risk, particularly those with a history of heavy smoking and patients diagn
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