Image-based clinical decision support for transrectal ultrasound in the diagnosis of prostate cancer: comparison of multiple logistic regression, artificial neural network, and support vector machine.

Purpose: We developed a multiple logistic regression model, an artificial neural network (ANN), and a support vector machine (SVM) model to predict the outcome of a prostate biopsy, and compared the accuracies of each model.Method: One thousand and seventy-seven consecutive patients who had undergon...

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Bibliographic Details

Published in:	European Radiology Vol. 20; no. 6; pp. 1476 - 1485
Main Authors:	Lee HJ, Hwang SI, Han SM, Park SH, Kim SH, Cho JY, Seong CG, Choe G, Lee, Hak Jong, Hwang, Sung Il, Han, Seok-Min, Park, Seong Ho, Kim, Seung Hyup, Cho, Jeong Yeon, Seong, Chang Gyu, Choe, Gheeyoung
Format:	research Journal Article
Published:	Springer Nature Jun2010
Online Access:	View this record in EBSCOhost