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

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 of this study was to clarify the diagnostic ability of the use of these stati...

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Bibliografiske detaljer
Main Authors: Chen, Shou-Tung, Hsiao, Yi-Hsuan, Huang, Yu-Len, Kuo, Shou-Jen, Tseng, Hsin-Shun, Wu, Hwa-Koon, Chen, Dar-Ren
Format: Artigo
Sprog:Inglês
Udgivet: The Korean Society of Radiology 2009
Fag:
Original Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2731864/
https://ncbi.nlm.nih.gov/pubmed/19721831
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3348/kjr.2009.10.5.464
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