Method of analyzing and testing cervical squamous epithelial cell parameters based on computer images

Abstract

The invention belongs to the technical field of computer applications, and discloses a method of analyzing and testing cervical squamous epithelial cell parameters based on computer images. The methodof analyzing and testing the cervical squamous epithelial cell parameters based on the computer images includes the steps of testing colorimetrical and geometrical parameters of cervical squamous epithelial cells, and calculating textural parameters; comparing and analyzing test results, and screening the parameters with diagnostic value; discriminating and analyzing the parameters with the diagnostic value step by step, establishing a discriminant function, and evaluating the discriminant effect of the function. According to the method of analyzing and testing cervical squamous epithelial cell parameters based on the computer images, a computer medical image analysis system can be used for objectively and quantitatively describing morphological structure changes of the cells, the subjectivity of traditional qualitative observations can be overcome, the positive rate of radiograph reading is improved, the rate of missed diagnosis and misdiagnosis is decreased, the development of large-scale cancer prevention screening is facilitated, the accuracy of pathological type classification, diagnosis or prognosis judgment is improved, and the detection rate and cure rate of cervical cancer are effectively increased.

Description

technical field [0001] The invention belongs to the field of computer application technology, in particular to a method for testing cervical squamous epithelial cell parameters based on computer image analysis. Background technique [0002] Cervical cancer is one of the common malignant tumors in gynecology, accounting for the second incidence of cancer among women, and the mortality rate it causes ranks first in developing countries. The incidence of cervical cancer and the death rate caused by malignant tumors in women in my country account for about one-third of the world. Cervical cancer is a disease that can be prevented, diagnosed and cured early, so early screening and diagnosis of cervical precancerous lesions is the key to improving the survival rate and cure rate of cervical cancer. Liquid-based thin-layer cytology of the cervix is ​​one of the non-invasive methods for screening and diagnosing cervical precancerous lesions and cervical cancer that are widely used ...

AI Technical Summary

Problems solved by technology

[0003] To sum up, the problems existing in the existing technology are: pathologists need to have superb professional knowledge background and rich clinical experience. The doctor's work intensity is very high, and it is easy to cause visual fatigue. There is an inevitable subjectivity in the diagnosis process, which leads to a decrease in the repeatability of the results of the same patient.

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