A fully-automated deep learning pipeline for cervical cancer classification

Z Alyafeai, L Ghouti - Expert Systems with Applications, 2020 - Elsevier
Cervical cancer ranks the fourth most common cancer among females worldwide with
roughly 528, 000 new cases yearly. Around 85% of the new cases occurred in less …

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
Cervical cancer is the second most common cancer in women worldwide with a mortality
rate of 60%. Cervical cancer begins with no overt signs and has a long latent period, making …

Cervix type and cervical cancer classification system using deep learning techniques

LW Habtemariam, ET Zewde… - Medical devices: evidence …, 2022 - Taylor & Francis
Purpose Cervical cancer is the 4th most common cancer among women, worldwide.
Incidence and mortality rates are consistently increasing, especially in developing countries …

ColpoNet for automated cervical cancer screening using colposcopy images

SK Saini, V Bansal, R Kaur, M Juneja - Machine Vision and Applications, 2020 - Springer
Cervical cancer is one among the trivial forms of cancer that counts for 6.6% of all females
cancers with an estimated 570,000 new cases in 2018. The mortality rate due to cervical …

Machine learning assisted cervical cancer detection

M Mehmood, M Rizwan, M Gregus ml… - Frontiers in public …, 2021 - frontiersin.org
Cervical malignant growth is the fourth most typical reason for disease demise in women
around the globe. Cervical cancer growth is related to human papillomavirus (HPV) …

Developing a tuned three-layer perceptron fed with trained deep convolutional neural networks for cervical cancer diagnosis

S Fekri-Ershad, MF Alsaffar - Diagnostics, 2023 - mdpi.com
Cervical cancer is one of the most common types of cancer among women, which has
higher death-rate than many other cancer types. The most common way to diagnose cervical …

Deep learning in cervical cancer diagnosis: architecture, opportunities, and open research challenges

N Youneszade, M Marjani, CP Pei - IEEE Access, 2023 - ieeexplore.ieee.org
Nowadays, deep learning (DL) is a popular tool used in various applications in different
fields, including the medical domain. DL techniques can cope with several challenges …

A survey for cervical cytopathology image analysis using deep learning

MM Rahaman, C Li, X Wu, Y Yao, Z Hu, T Jiang… - IEEE …, 2020 - ieeexplore.ieee.org
Cervical cancer is one of the most common and deadliest cancers among women. Despite
that, this cancer is entirely treatable if it is detected at a precancerous stage. Pap smear test …

CerCan· Net: Cervical cancer classification model via multi-layer feature ensembles of lightweight CNNs and transfer learning

O Attallah - Expert Systems with Applications, 2023 - Elsevier
Cervical cancer ranks among the most prevalent causes of fatality in women around the
world. Early diagnosis is essential for treating cervical cancer using pap smear slides, but it …

A fuzzy distance-based ensemble of deep models for cervical cancer detection

R Pramanik, M Biswas, S Sen… - Computer Methods and …, 2022 - Elsevier
Abstract Background and Objective Cervical cancer is one of the leading causes of women's
death. Like any other disease, cervical cancer's early detection and treatment with the best …