[HTML][HTML] A federated learning aided system for classifying cervical cancer using PAP-SMEAR images

NS Joynab, MN Islam, RR Aliya, ASMR Hasan… - Informatics in Medicine …, 2024 - Elsevier
Cervical cancer is a significant contributor to female mortality on a global scale, especially in
low-income countries where effective screening programs for the detection and treatment of …

Privacy preserved cervical cancer detection using convolutional neural networks applied to pap smear images

S Alsubai, A Alqahtani, M Sha… - … Methods in Medicine, 2023 - Wiley Online Library
Image processing has enabled faster and more accurate image classification. It has been of
great benefit to the health industry. Manually examining medical images like MRI and X‐rays …

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 …

CerviFormer: A pap smear‐based cervical cancer classification method using cross‐attention and latent transformer

BS Deo, M Pal, PK Panigrahi… - International Journal of …, 2024 - Wiley Online Library
Cervical cancer is one of the primary causes of death in women. It should be diagnosed
early and treated according to the best medical advice, similar to other diseases, to ensure …

Cervical cancer classification from pap smear images using deep convolutional neural network models

SL Tan, G Selvachandran, W Ding… - Interdisciplinary …, 2024 - Springer
As one of the most common female cancers, cervical cancer often develops years after a
prolonged and reversible pre-cancerous stage. Traditional classification algorithms used for …

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 …

Enhancing Computer-Aided Cervical Cancer Detection Using a Novel Fuzzy Rank-Based Fusion

P Sahoo, S Saha, S Mondal, M Seera… - IEEE …, 2023 - ieeexplore.ieee.org
Cervical cancer is a severe and pervasive disease that poses a significant health threat to
women globally. The Pap smear test is an efficient and effective method for detecting …

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 …

[PDF][PDF] Cervical Cancer Prediction Empowered with Federated Machine Learning.

MU Nasir, OK Khalil, K Ateeq… - … Materials & Continua, 2024 - cdn.techscience.cn
Cervical cancer is an intrusive cancer that imitates various women around the world.
Cervical cancer ranks in the fourth position because of the leading death cause in its …

Deep learning based model for multi-class classification of cervical cells using pap smear images

S Nayar, JV Panicker, JJ Nair - 2022 IEEE 7th International …, 2022 - ieeexplore.ieee.org
Cervical cancer is the second most prevalent cancer among women in India and has a high
fatality rate. Cervical cancer is currently diagnosed via a Pap Smear test followed by a …