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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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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 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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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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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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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,...
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Soft tissue hemangioma of the right upper extremity with intraosseous extension and secondary intravascular papillary endothelial hyperplasia
Intravascular papillary endothelial hyperplasia (IPEH), also known as Masson’s tumor, is an uncommon exuberant form of organizing thrombus that may...
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Development and validation of AI-derived segmentation of four-chamber cine cardiac magnetic resonance
BackgroundCardiac magnetic resonance (CMR) in the four-chamber plane offers comprehensive insight into the volumetrics of the heart. We aimed to...
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Medical imaging in cancer cachexia
Cancer cachexia, often referred to as “wasting syndrome,” is characterized by fatigue, weakness, and involuntary weight loss. This syndrome is...
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The impact of lipoprotein(a) level on cardiac pathologies in diabetes: a cardiac CT study
ObjectivesWe aimed to explore the imaging profile of coronary atherosclerosis, perivascular inflammation, myocardial perfusion, and interstitial...
