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Prediction of microvascular invasion in hepatocellular carcinoma patients with MRI radiomics based on susceptibility weighted imaging and T2-weighted imaging
BackgroundThe accurate identification of microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC) is of great clinical importance.
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A scarce combination of arterial variants: an occipital artery originating from the internal carotid artery associated with a linguofacial trunk
The occipital artery (OA) typically originates from the external carotid artery (ECA). Variations of the ECA has been well described in the current...
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Impact and effect of imaging referral guidelines on patients and radiology services: a systematic review
ObjectivesThe objective of this systematic review was to offer a comprehensive overview and explore the associated outcomes from imaging referral...
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DNA Methylation-derived biological age and long-term mortality risk in subjects with type 2 diabetes
BackgroundIndividuals with type 2 diabetes (T2D) face an increased mortality risk, not fully captured by canonical risk factors. Biological age...
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Relationship between the severity of functional mitral regurgitation at admission and one-year outcomes in patients hospitalized for acute heart failure with mildly reduced ejection fraction
BackgroundThe epidemiological distribution of functional mitral regurgitation (FMR) in heart failure (HF) and mildly reduced ejection fraction...
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Needle tracking in low-resolution ultrasound volumes using deep learning
PurposeClinical needle insertion into tissue, commonly assisted by 2D ultrasound imaging for real-time navigation, faces the challenge of precise...
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An evaluation of morphometry and dehiscence of facial canal: a systematic review and meta-analysis of observational studies
IntroductionThe facial canal (FC) is an extensive bony canal that houses the facial nerve and occupies a central position in the petrous part of...
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3D mobile regression vision transformer for collateral imaging in acute ischemic stroke
PurposeThe accurate and timely assessment of the collateral perfusion status is crucial in the diagnosis and treatment of patients with acute...
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The use of artificial intelligence in musculoskeletal ultrasound: a systematic review of the literature
PurposeTo systematically review the use of artificial intelligence (AI) in musculoskeletal (MSK) ultrasound (US) with an emphasis on AI algorithm...
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Domain adaptation using AdaBN and AdaIN for high-resolution IVD mesh reconstruction from clinical MRI
PurposeDeep learning has firmly established its dominance in medical imaging applications. However, careful consideration must be exercised when...
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The association between cardiac T2*BOLD and quantitative flow ratio (QFR) in the diagnosis of stenotic coronary arteries in patients with multi-vessel coronary artery disease
BackgroundT2*BOLD is based on myocardial deoxyhemoglobin content to reflect the state of myocardial oxygenation. Quantitative flow ratio is a tool...
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Longitudinal changes in the US emergency department use of advanced neuroimaging in the mechanical thrombectomy era
PurposeTo describe ED neuroimaging trends across the time-period spanning the early adoption of endovascular therapy for acute stroke (2013–2018).
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Uric acid to albumin ratio as a novel predictor for coronary slow flow phenomenon in patients with chronic coronary syndrome and non-obstructive coronary arteries
BackgroundThe plasma uric acid to albumin ratio (UAR) is considered as a novel indicator for Inflammation. However, the association between UAR and...
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Comprehensive analysis of the association between triglyceride-glucose index and coronary artery disease severity across different glucose metabolism states: a large-scale cross-sectional study from an Asian cohort
BackgroundThe triglyceride-glucose (TyG) index is associated with the development and prognosis of coronary artery disease (CAD). However, the impact...
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Outcomes of deep venous thrombosis management and associated factors among patients in tertiary hospitals in Addis Ababa, Ethiopia: a multicenter retrospective cohort study
BackgroundPulmonary embolism (PE) and deep venous thrombosis (DVT) are the two most important manifestations of venous thromboembolism (VTE). DVT...
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Feasibility and diagnostic accuracy of fast whole-body MRI in slightly to moderately injured trauma patients
ObjectivesTo determine the feasibility and diagnostic accuracy of fast whole-body magnetic resonance imaging (WB-MRI) compared to whole-body computed...
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The role of upper airway ultrasonography in tracheal necrosis diagnosis: a case report
BackgroundTracheal necrosis post endotracheal intubation is a rare life-threatening disease that can compromise airway patency. We demonstrated a...
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Automated classification of brain MRI reports using fine-tuned large language models
PurposeThis study aimed to investigate the efficacy of fine-tuned large language models (LLM) in classifying brain MRI reports into pretreatment,...
