METHOD FOR IMPROVING RECOGNITION RATES OF MRI IMAGES OF PROSTATE TUMORS BASED ON CAD SYSTEM

CN 104794426 A Abstract Page 1/1 The present invention belongs to the field of medical apparatus for prostate diseases, and particularly relates to a method for improving recognition rates of MRI images of prostate tumors based on a CAD system. The method comprises the following steps: (1) collectin...

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Bibliographic Details
Main Authors Zhi, Lijia, Lu, Huiling, Zhao, Shaomin, Wang, Xiaofeng, Ma, Zhanyou, Han, Qiang, Zhou, Tao
Format Patent
LanguageEnglish
Published 11.02.2021
Subjects
DIAGNOSIS
HUMAN NECESSITIES
HYGIENE
IDENTIFICATION
MEDICAL OR VETERINARY SCIENCE
SURGERY
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Summary:CN 104794426 A Abstract Page 1/1 The present invention belongs to the field of medical apparatus for prostate diseases, and particularly relates to a method for improving recognition rates of MRI images of prostate tumors based on a CAD system. The method comprises the following steps: (1) collecting MRI images of a prostate patient; (2) extracting ROI region features of an MRI prostate tumor; (3) performing feature-level fusion on the ROI region features; and (4) using neural networks as classifiers to classify and recognize the fused features. The method makes the capabilities of recognizing benign and malignant prostate tumors be improved by at least 10%, and has active significance for CAD of MRI prostate tumors. CN 104794426 A Drawings of Description Page 1/3 Fig.1I Fig. 2 Fig. 3 Fig. 4 Fig5 Fig 8 Fig I9
Bibliography:Application Number: AU20200103785