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...
Saved in:
Main Authors | , , , , , , |
---|---|
Format | Patent |
Language | English |
Published |
11.02.2021
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
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 |