[PDF][PDF] Cervical cancer classification using combined machine learning and deep learning approach

H Alquran, WA Mustafa, IA Qasmieh… - Comput. Mater …, 2022 - researchgate.net
method was based on a convolutional neural network. This … to ordinal deep learning
architectures on cervical cancer data. … than existing deep ordinal classification methods, which …

Cervix type and cervical cancer classification system using deep learning techniques

LW Habtemariam, ET Zewde… - Medical devices: evidence …, 2022 - Taylor & Francis
… In this paper, a deep learning approach has been employed for cervix transformation zone
detection, and for cervix type and cervical cancer classification. A total of 4005 cervix images …

Deep learning-based approaches for robust classification of cervical cancer

I Pacal, S Kılıcarslan - Neural Computing and Applications, 2023 - Springer
cervical cancer type and diagnosis system has been developed by applying deep learning
methods … the pap-smear test result for the detection of cervical cancer. In our previous work on …

Comparison of machine and deep learning for the classification of cervical cancer based on cervicography images

YR Park, YJ Kim, W Ju, K Nam, S Kim, KG Kim - Scientific Reports, 2021 - nature.com
… the field of automatic cervical cancer classification. Compared to other studies that have
produced results using only one method, either DL or ML, this work enables cervical clinicians to …

Cervical cancer diagnosis using cervixnet-a deep learning approach

R Gorantla, RK Singh, R Pandey… - 2019 IEEE 19th …, 2019 - ieeexplore.ieee.org
… classifier for binary classification of cervix images. In more recent attempts at the classification
of cervical cancer, machine learning, and deep learning approaches have been employed…

A machine learning method for classification of cervical cancer

JJ Tanimu, M Hamada, M Hassan, H Kakudi… - Electronics, 2022 - mdpi.com
… optimal subset of features in the classification of cervical cancer, handle the class imbalance
cervical cancer named a novel machine learning model for classification of cervical cancer

Machine learning approach for prediction of cervical cancer

BJ Priyanka - Turkish Journal of Computer and Mathematics …, 2021 - turcomat.org
… Artificial Neural Networks (ANN) from the screening method … rate in prediction and classification
of cancerous cells. In … Forward Neural Networks is used to predict cervical cancer cells …

Cervical cancer classification using convolutional neural networks and extreme learning machines

A Ghoneim, G Muhammad, MS Hossain - Future Generation Computer …, 2020 - Elsevier
… In breast cancer recognition, different feature extraction methods such … Due to the success
of deep learning in many medical … a deep learning-based system to detect and classify cervical

A fully-automated deep learning pipeline for cervical cancer classification

Z Alyafeai, L Ghouti - Expert Systems with Applications, 2020 - Elsevier
… for cervix detection and cervical cancer classification from … deep learning models for the
automatic cervix detection and … approach is proposed for the cervical cancer classification. …

Classification of cervical cancer using Deep Learning Algorithm

A Tripathi, A Arora, A Bhan - 2021 5th International Conference …, 2021 - ieeexplore.ieee.org
… This paper presents deep learning classification methods applied on the SIPAKMED pap…
of forthcoming classification techniques. With this approach highest classification accuracy of …