- A Mixture of Experts Model for the Diagnosis of Liver Cirrhosis by Measuring the Liver Stiffness
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Myoung S, Chang JH, Song K
- KMID: 2166615
- Healthc Inform Res.
- 2012 Mar;18(1):29-34.
- doi: 10.4258/hir.2012.18.1.29
OBJECTIVES: The mixture-of-experts (ME) network uses a modular type of neural network architecture optimized for supervised learning. This model has been applied to a variety of areas related to pattern... -
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- Modified Mixture of Experts for the Diagnosis of Perfusion Magnetic Resonance Imaging Measures in Locally Rectal Cancer Patients
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Myoung S
- KMID: 2229494
- Healthc Inform Res.
- 2013 Jun;19(2):130-136.
- doi: 10.4258/hir.2013.19.2.130
OBJECTIVES: This study demonstrates the feasibility of using a modified mixture of experts (ME) model with repeated measured tumoural Ktrans value to perform an automatic diagnosis of responder based on perfusion... -
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- Perfusion Parameters of Dynamic Contrast-Enhanced Magnetic Resonance Imaging in Patients with Rectal Cancer: Correlation with Microvascular Density and Vascular Endothelial Growth Factor Expression
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Kim YE, Lim JS, Choi J, Kim D, Myoung S, Kim MJ, Kim KW
- KMID: 1711453
- Korean J Radiol.
- 2013 Dec;14(6):878-885.
- doi: 10.3348/kjr.2013.14.6.878
OBJECTIVE: To determine whether quantitative perfusion parameters of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) correlate with immunohistochemical markers of angiogenesis in rectal cancer. MATERIALS AND METHODS: Preoperative DCE-MRI was performed in... -
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