Automated detection and classification of cervical cancer using pap smear microscopic images: a comprehensive review and future perspectives

PB Shanthi, KS Hareesha, R Kudva - Engineered Science, 2022 - espublisher.com
Computer aided categorization of smear images are considered as an open problem for a
last few decades. Cervical cancer is the main cause of mortality among women population …

A review of image analysis and machine learning techniques for automated cervical cancer screening from pap-smear images

W William, A Ware, AH Basaza-Ejiri… - Computer methods and …, 2018 - Elsevier
Abstract Background and Objective Early diagnosis and classification of a cancer type can
help facilitate the subsequent clinical management of the patient. Cervical cancer ranks as …

A review of automated techniques for cervical cell image analysis and classification

ME Plissiti, C Nikou - Biomedical imaging and computational modeling in …, 2013 - Springer
Cervical smear screening is the most popular method used for the detection of cervical
cancer in its early stages. The most eminent screening test is the Pap smear, which is based …

Pap smear images classification using machine learning: a literature matrix

NA Alias, WA Mustafa, MA Jamlos, H Alquran… - Diagnostics, 2022 - mdpi.com
Cervical cancer is regularly diagnosed in women all over the world. This cancer is the
seventh most frequent cancer globally and the fourth most prevalent cancer among women …

Automated classification of Pap smear images to detect cervical dysplasia

K Bora, M Chowdhury, LB Mahanta, MK Kundu… - Computer methods and …, 2017 - Elsevier
Background and objectives The present study proposes an intelligent system for automatic
categorization of Pap smear images to detect cervical dysplasia, which has been an open …

A pap-smear analysis tool (PAT) for detection of cervical cancer from pap-smear images

W William, A Ware, AH Basaza-Ejiri… - Biomedical engineering …, 2019 - Springer
Background Cervical cancer is preventable if effective screening measures are in place. Pap-
smear is the commonest technique used for early screening and diagnosis of cervical …

A review for cervical histopathology image analysis using machine vision approaches

C Li, H Chen, X Li, N Xu, Z Hu, D Xue, S Qi… - Artificial Intelligence …, 2020 - Springer
Because cervical histopathology image analysis plays a very importation role in the cancer
diagnosis and medical treatment processes, since the 1980s, more and more effective …

[HTML][HTML] Computer-assisted screening for cervical cancer using digital image processing of pap smear images

KP Win, Y Kitjaidure, K Hamamoto, T Myo Aung - Applied Sciences, 2020 - mdpi.com
Cervical cancer can be prevented by having regular screenings to find any precancers and
treat them. The Pap test looks for any abnormal or precancerous changes in the cells on the …

[PDF][PDF] Pap smear images classification for early detection of cervical cancer

AH Mbaga, P ZhiJun - Int. J. Comput. Appl, 2015 - academia.edu
In this presents the analyses of the Pap smear cervical cell images for cervical screening
and detection. Initially preprocessed the cell images to remove unwanted noises, Followed …

[HTML][HTML] Liquid based-cytology Pap smear dataset for automated multi-class diagnosis of pre-cancerous and cervical cancer lesions

E Hussain, LB Mahanta, H Borah, CR Das - Data in brief, 2020 - Elsevier
While a publicly available benchmark dataset provides a base for the development of new
algorithms and comparison of results, hospital-based data collected from the real-world …