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Article
Open AccessUnderstanding ADC variation by fat content effect using a dual-function MRI phantom
A dual-function phantom designed to quantify the apparent diffusion coefficient (ADC) in different fat contents (FCs) and glass bead densities (GBDs) to simulate the human tissues has not been documented yet. ...
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Article
Accumulated Hepatic Steatosis Grades Predicted by T2*-IDEAL Fat Fraction
1H Magnetic resonance spectroscopy (MRS) is currently considered to be the standard for MR-based fat quantification without the need of histopathologic correlation. The purpose of this prospective study was to ....
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Article
The role of input imaging combination and ADC threshold on segmentation of acute ischemic stroke lesion using U-Net
To evaluate the effect of the weighting of input imaging combo and ADC threshold on the performance of the U-Net and to find an optimized input imaging combo and ADC threshold in segmenting acute ischemic stro...
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Article
Open AccessDeep learning-based thigh muscle segmentation for reproducible fat fraction quantification using fat–water decomposition MRI
Time-efficient and accurate whole volume thigh muscle segmentation is a major challenge in moving from qualitative assessment of thigh muscle MRI to more quantitative methods. This study developed an automated...
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Article
Discriminating pyogenic brain abscesses, necrotic glioblastomas, and necrotic metastatic brain tumors by means of susceptibility-weighted imaging
To investigate the feasibility of using susceptibility-weighted imaging (SWI) to discriminate abscesses and necrotic tumours.
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Article
Effects of gender, age, and body mass index on fat contents and apparent diffusion coefficients in healthy parotid glands: an MRI evaluation
To establish standard apparent diffusion coefficient (ADC) and the fat content as a function of age, gender and body mass index (BMI) in healthy parotid glands, and to address the influences of fat suppression...
