Deep learning-based approaches for robust classification of cervical cancer

I Pacal, S Kılıcarslan - Neural Computing and Applications, 2023 - Springer
Cervical cancer is the fourth most common cancer worldwide, and early diagnosis is crucial
for successful treatment, as with all types of cancer. The pap-smear test is considered the …

Cervical cancer diagnosis using intelligent living behavior of artificial jellyfish optimized with artificial neural network

D Devarajan, DS Alex, TR Mahesh, VV Kumar… - IEEE …, 2022 - ieeexplore.ieee.org
Cervical cancer affects nearly 4% of the women across the globe and leads to mortality if not
treated in early stage. A few decades before, the mortality rate was too high when compared …

Computer aided cervical cancer diagnosis using gazelle optimization algorithm with deep learning model

MK Nour, I Issaoui, A Edris, A Mahmud, M Assiri… - IEEE …, 2024 - ieeexplore.ieee.org
Cervical cancer (CC), the most common cancer among women, is most commonly
diagnosed through Pap smears, a crucial screening process that includes collecting cervical …

Cervical cell classification using Deep Learning Techniques

R Remya, K Raimond - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Cervical cancer is a very common disease in women. Early detection and accurate
diagnosis can save lives. Pap smear or pap test is the widely used technique for the early …

Multi-class Cervical Cancer Classification using Transfer Learning-based Optimized SE-ResNet152 model in Pap Smear Whole Slide Images

BS Chandana - International journal of electrical and computer …, 2023 - hrcak.srce.hr
Sažetak Among the main factors contributing to death globally is cervical cancer, regardless
of whether it can be avoided and treated if the afflicted tissues are removed early. Cervical …

Classification of Cervical Cell Images into Healthy or Cancer Using Convolution Neural Network and Linear Discriminant Analysis

M Sholik, C Fatichah, B Amaliah - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Cancer of the cervix is the disease that accounts for the majority of deaths in women. This
disease accounts for nearly 12% of all cancers and has a high risk of death for women …

Enhancing cervical precancerous lesion detection using African Vulture Optimization Algorithm with Deep Learning model

J Song, L Wang, J Yan, Y Feng, Y Zhang - Biomedical Signal Processing …, 2024 - Elsevier
Cervical cancer (CC) is a major cause of mortality among women, mainly in emerging
countries, including India. Recent technological advancements have the potential to enable …

Application of median filter method for classification of oil palm tree on LiDAR images

SR Aliandra, DS Prasvita - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
This research discusses the problem of classifying oil palm trees that are widespread in
Indonesian plantations using machine learning. The palm oil industry in Indonesia needs …

Manifold Cervical Abnormality Categorization using Deep Learned Features and Support Vector Machine

R Munirathinam, M Muthulakshmi… - … Conference on Bio …, 2024 - ieeexplore.ieee.org
Cervical cancer stands as a prominent contributor to female cancer mortality on a global
scale, ranking high among the leading causes of death from cancer in women. Persistent …

A Precise Cervical Cancer Classification in the Early Stage Using Transfer Learning-Based Ensemble Method: A Deep Learning Approach

MKA Mazumder, MMU Nobi, MF Mridha… - Data-Driven Clinical …, 2024 - Springer
Cervical cancer stands out as one of the deadliest forms of cancer affecting women,
underscoring the significance of timely detection for effective treatment, a principle …