- Nodule Detection in a Lung Region that's Segmented with Using Genetic Cellular Neural Networks and 3D Template Matching with Fuzzy Rule Based Thresholding
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Ozekes S, Osman O, Ucan ON
- KMID: 1734269
- Korean J Radiol.
- 2008 Feb;9(1):1-9.
- doi: 10.3348/kjr.2008.9.1.1
OBJECTIVE: The purpose of this study was to develop a new method for automated lung nodule detection in serial section CT images with using the characteristics of the 3D appearance... -
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- Comparison of Hospital Charge Prediction Models for Colorectal Cancer Patients: Neural Network vs. Decision Tree Models
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Lee SM, Kang JO, Suh YM
- KMID: 1733508
- J Korean Med Sci.
- 2004 Oct;19(5):677-681.
- doi: 10.3346/jkms.2004.19.5.677
Analysis and prediction of the care charges related to colorectal cancer in Korea are important for the allocation of medical resources and the establishment of medical policies because the incidence... -
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- Deep Learning in Medical Imaging: General Overview
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Lee JG, Jun S, Cho YW, Lee H, Kim GB, Seo JB, Kim N
- KMID: 2427226
- Korean J Radiol.
- 2017 ;18(4):570-584.
- doi: 10.3348/kjr.2017.18.4.570
The artificial neural network (ANN)–a machine learning technique inspired by the human neuronal synapse system–was introduced in the 1950s. However, the ANN was previously limited in its ability to solve... -
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- Comparative Analysis of Logistic Regression, Support Vector Machine and Artificial Neural Network for the Differential Diagnosis of Benign and Malignant Solid Breast Tumors by the Use of Three-Dimensional Power Doppler Imaging
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Chen ST, Hsiao YH, Huang YL, Kuo SJ, Tseng HS, Wu HK, Chen DR
- KMID: 1093961
- Korean J Radiol.
- 2009 Oct;10(5):464-471.
- doi: 10.3348/kjr.2009.10.5.464
OBJECTIVE: Logistic regression analysis (LRA), Support Vector Machine (SVM) and a neural network (NN) are commonly used statistical models in computer-aided diagnostic (CAD) systems for breast ultrasonography (US). The aim... -
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- Pre-Operative Prediction of Advanced Prostatic Cancer Using Clinical Decision Support Systems: Accuracy Comparison between Support Vector Machine and Artificial Neural Network
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Kim SY, Moon SK, Jung DC, Hwang SI, Sung CK, Cho JY, Kim SH, Lee J, Lee HJ
- KMID: 1116444
- Korean J Radiol.
- 2011 Oct;12(5):588-594.
- doi: 10.3348/kjr.2011.12.5.588
OBJECTIVE: The purpose of the current study was to develop support vector machine (SVM) and artificial neural network (ANN) models for the pre-operative prediction of advanced prostate cancer by using... -
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