Insights into Automated Diagnosis of Cervical Cancer
Aaishwarya Ashish Gaikwad, Swati V. Shinde, Nishi Bhuta, Param Jangale, Tejas Jadhav · 2023
The cervix is the last part of the uterus where cervical cancer usually develops. Identification of the cervical cells can be very taxing owing to their complexity of morphological changes in the structural parts of the cell. The problem here is that the detection process is tardy and there is not much awareness about it. By means of this research, we have taken a step to attempt to automate this detection process and understood the various methods used like Logistic regression along with Ll Regularization, CNN, SVM and ANN produced excellent accuracy of 100%.