Automated pap smear cervical cancer screening using deep learning

N Sompawong, J Mopan, P Pooprasert… - 2019 41st Annual …, 2019 - ieeexplore.ieee.org
This study aims to apply Mask Regional Convolutional Neural Network (Mask R-CNN) to
cervical cancer screening using pap smear histological slides. Based on our current …

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 …

Novel benchmark database of digitized and calibrated cervical cells for artificial intelligence based screening of cervical cancer

A Sarwar, J Suri, M Ali, V Sharma - Journal of Ambient Intelligence and …, 2016 - Springer
The primary objective of this research work is to develop a novel benchmark database of
digitized and calibrated, cervical cells obtained from slides of Papanicolaou smear test …

Segmentation and classification of cervical cells using deep learning

KHS Allehaibi, LE Nugroho, L Lazuardi… - IEEE …, 2019 - ieeexplore.ieee.org
Cervical cancer is the fourth most prevalent disease in women. Accurate and timely cancer
detection can save lives. Automatic and reliable cervical cancer detection methods can be …

[PDF][PDF] Deep Learning and Transfer Learning Methods to Effectively Diagnose Cervical Cancer from Liquid-Based Cytology Pap Smear Images.

L Wong, A Ccopa, E Diaz, S Valcarcel… - Int. J. Online Biomed …, 2023 - academia.edu
As cervical cancer is considered one of the leading causes of death for women globally,
different screening techniques have emerged. As the Papanicolaou technique generates …

Pap smear image classification using convolutional neural network

K Bora, M Chowdhury, LB Mahanta, MK Kundu… - Proceedings of the …, 2016 - dl.acm.org
This article presents the result of a comprehensive study on deep learning based Computer
Aided Diagnostic techniques for classification of cervical dysplasia using Pap smear images …

HDFCN: A robust hybrid deep network based on feature concatenation for cervical cancer diagnosis on WSI pap smear slides

NK Chauhan, K Singh, A Kumar… - BioMed Research …, 2023 - Wiley Online Library
Cervical cancer is a critical imperilment to a female's health due to its malignancy and fatality
rate. The disease can be thoroughly cured by locating and treating the infected tissues in the …

Artificial intelligence-assisted fast screening cervical high grade squamous intraepithelial lesion and squamous cell carcinoma diagnosis and treatment planning

CW Wang, YA Liou, YJ Lin, CC Chang, PH Chu… - Scientific Reports, 2021 - nature.com
Every year cervical cancer affects more than 300,000 people, and on average one woman is
diagnosed with cervical cancer every minute. Early diagnosis and classification of cervical …

Classification of cervical cancer detection using machine learning algorithms

A Arora, A Tripathi, A Bhan - 2021 6th International conference …, 2021 - ieeexplore.ieee.org
Cervical cancer is one of the diseases which are most prevalent in females. This is seen
when some changes occur in a woman's cervix. To further complicate the issue these cancer …

A review of applications of image analysis and machine learning techniques in automated diagnosis and classification of cervical cancer from pap-smear images

W William, AH Basaza-Ejiri… - 2018 IST-Africa Week …, 2018 - ieeexplore.ieee.org
Cervical cancer ranks as the fourth most prevalent form of cancer affecting women
worldwide and its early detection provides the opportunity to help save life. Automated …