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Schwere Urosepsis durch seltene Komplikation bei unkontrolliertem Diabetes mellitus
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Open AccessSegmentation-based cardiomegaly detection based on semi-supervised estimation of cardiothoracic ratio
The successful integration of neural networks in a clinical setting is still uncommon despite major successes achieved by artificial intelligence in other domains. This is mainly due to the black box character...
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Open AccessAugmentation strategies for an imbalanced learning problem on a novel COVID-19 severity dataset
Since the beginning of the COVID-19 pandemic, many different machine learning models have been developed to detect and verify COVID-19 pneumonia based on chest X-ray images. Although promising, binary models h...
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Kalk überall
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Open AccessLeveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation
In medical imaging, deep learning models can be a critical tool to shorten time-to-diagnosis and support specialized medical staff in clinical decision making. The successful training of deep learning models u...
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Seltene Variante einer Verletzung beim Geschlechtsverkehr
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Wiederkehrende Kopfschmerzen und Sehstörungen bei Veränderungen der weißen Substanz des Gehirns
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Letaler Verlauf bei ausgeprägtem infektiösem Weichteilemphysem
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Pathognomonic imaging signs in abdominal radiology
The imaging evaluation of the abdomen is of crucial importance for every radiologist. In addition to ultrasound, conventional radiographs and contrast-enhanced computed tomography (CT) are the most common imag...
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Open AccessPotential role of CT-textural features for differentiation between viral interstitial pneumonias, pneumocystis jirovecii pneumonia and diffuse alveolar hemorrhage in early stages of disease: a proof of principle
Pulmonary involvement is common in several infectious and non-infectious diagnostic settings. Imaging findings consistently overlap and are therefore difficult to differentiate by chest-CT. The aim of this stu...
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Open AccessDiagnostic accuracy of MRI with MRCP and B-Mode-sonography with elastography of the pancreas in patients with cystic fibrosis: a point-to-point comparison
For patients with cystic fibrosis, the imaging of the pancreas is of crucial importance for the early detection of pancreatic carcinoma. Comparative studies between Magnetic Resonance Imaging (MRI) and sonogra...
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Comparison of qualitative and quantitative CT and MRI parameters for monitoring of longitudinal spine involvement in patients with multiple myeloma
To compare qualitative and quantitative computed tomography (CT) and magnetic resonance imaging (MRI) parameters for longitudinal disease monitoring of multiple myeloma (MM) of the axial skeleton.
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Improved MDCT monitoring of pelvic myeloma bone disease through the use of a novel longitudinal bone subtraction post-processing algorithm
To evaluate the diagnostic performance of a novel CT post-processing software that generates subtraction maps of baseline and follow-up CT examinations in the course of myeloma bone lesions.
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Open AccessMultiparametric imaging for detection and characterization of hepatocellular carcinoma using gadoxetic acid-enhanced MRI and perfusion-CT: which parameters work best?
MRI and perfusion-CT (PCT) are both useful imaging techniques for detection and characterization of liver lesions. The aim of this study was to compare the diagnostic accuracy of imaging parameters derived fro...
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Vertebral lesion distribution in multiple myeloma—assessed by reduced-dose whole-body MDCT
To observe the distribution and potential distribution patterns of osteolytic and sclerotic vertebral involvement in a representative collective of multiple myeloma patients.