Comparison of Machine Learning and Deep Learning models for Cervical Cancer Prediction

Author:

Sundarambal B1,Karthikeyini Chokiyan2,Bommi R M3,Subramanian Suresh4,Jacintha V5

Affiliation:

1. Chennai Institute of Technology,Dept. of CSE,Chennai,India

2. Excel Engineering College,Dept. of ECE,Namakkal,India

3. Saveetha School of Engineering,SIMATS,Dept. of ECE,Chennai,India

4. Sri Indu Institute of Engineering and Technology,Dept. of ECE,Hyderabad,India

5. Kings Engineering College,Department of Electronics and Communication Engineering,Chennai,India

Publisher

IEEE

Reference15 articles.

1. Cervical image classification based on image segmentation preprocessing and a CapsNet network model;zhang;Int J Imaging Syst Technol,2018

2. A Fully-Automated Deep Learning Pipeline for Cervical Cancer Classification;alyafeai;Expert Systems with Applications,2019

3. A review of image analysis and machine learning techniques for automated cervical cancer screening from pap-smear images

4. Multiple Adaptive NeuroFuzzy Inference System with Automatic Features Extraction Algorithm for Cervical Cancer Recognition;al-batah;Computational and Mathematical Methods in Medicine,0

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1. Diagnostic Test classification of cervical cancer abnormalities using Bagging Classifier;2023 International Conference on Advances in Computing, Communication and Applied Informatics (ACCAI);2023-05-25

2. Prediction of Cervical Cancer using Multilayer Perceptron Algorithm;2023 Second International Conference on Electronics and Renewable Systems (ICEARS);2023-03-02

3. Early Identification of cervical cancer using K-Nearest Neighbor (KNN);2023 Second International Conference on Electronics and Renewable Systems (ICEARS);2023-03-02

4. Cervical Cancer Diagnosis Using Intelligent Living Behavior of Artificial Jellyfish Optimized With Artificial Neural Network;IEEE Access;2022

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