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Deep transfer learning for detection of breast arterial calcifications on mammograms: a comparative study
IntroductionBreast arterial calcifications (BAC) are common incidental findings on routine mammograms, which have been suggested as a sex-specific...
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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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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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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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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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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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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...
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ChatGPT’s diagnostic performance based on textual vs. visual information compared to radiologists’ diagnostic performance in musculoskeletal radiology
ObjectivesTo compare the diagnostic accuracy of Generative Pre-trained Transformer (GPT)-4-based ChatGPT, GPT-4 with vision (GPT-4V) based ChatGPT,...
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Primary splenic angiosarcoma: a rare case of embolization as a bridge to splenectomy
Primary splenic angiosarcoma is the primary malignant vascular neoplasm of the spleen. This tumor is highly aggressive and extremely rare with a...
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The value of deep learning-based X-ray techniques in detecting and classifying K-L grades of knee osteoarthritis: a systematic review and meta-analysis
ObjectivesKnee osteoarthritis (KOA), a prevalent degenerative joint disease, is primarily diagnosed through X-ray imaging. The Kellgren-Lawrence...
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Mammographic features differ with body composition in women with breast cancer
ObjectivesThere are several breast cancer (BC) risk factors—many related to body composition, hormonal status, and fertility patterns. However, it is...