A review of computational methods for cervical cells segmentation and abnormality classification

T Conceição, C Braga, L Rosado… - International journal of …, 2019 - mdpi.com
Cervical cancer is the one of the most common cancers in women worldwide, affecting
around 570,000 new patients each year. Although there have been great improvements …

[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 …

What is the state of the art of computer vision-assisted cytology? A Systematic Literature Review

AV Matias, JGA Amorim, LAB Macarini… - … Medical Imaging and …, 2021 - Elsevier
Cytology is a low-cost and non-invasive diagnostic procedure employed to support the
diagnosis of a broad range of pathologies. Cells are harvested from tissues by aspiration or …

Development of a robust algorithm for detection of nuclei of white blood cells in peripheral blood smear images

RB Hegde, K Prasad, H Hebbar, BMK Singh - Multimedia Tools and …, 2019 - Springer
Microscopic evaluation of peripheral blood smear analysis is a commonly used laboratory
procedure to diagnose various diseases such as anemia, malaria, leukemia, etc. Manual …

Cytology image analysis techniques toward automation: Systematically revisited

S Mitra, N Das, S Dey, S Chakraborty… - ACM Computing …, 2021 - dl.acm.org
Cytology is a branch of pathology that deals with the microscopic examination of cells for
diagnosis of carcinoma or inflammatory conditions. In the present work, the term cytology is …

Cervical cell nuclei segmentation based on GC-UNet

E Zhang, R Xie, Y Bian, J Wang, P Tao, H Zhang… - Heliyon, 2023 - cell.com
Cervical cancer diagnosis hinges significantly on precise nuclei segmentation at early
stages, which however, remains largely elusive due to challenges such as overlapping cells …

Segmentation of overlapping cells in cervical cytology images: a survey

E Chen, HN Ting, JH Chuah, J Zhao - IEEE Access, 2024 - ieeexplore.ieee.org
Pap smear testing is crucial for early diagnosis of cervical cancer, but cell overlapping poses
a significant challenge to diagnostic accuracy, as improper processing of overlapping cells …

Earth mover's distance-based tool for rapid screening of cervical cancer using cervigrams

KD Shrivastav, P Arambam, S Batra, V Bhatia… - Applied Sciences, 2022 - mdpi.com
Cervical cancer is a major public health challenge that can be cured with early diagnosis
and timely treatment. This challenge formed the rationale behind our design and …

GCP‐Net: A Gating Context‐Aware Pooling Network for Cervical Cell Nuclei Segmentation

G Yang, J Huang, Y He, Y Chen, T Wang… - Mobile Information …, 2022 - Wiley Online Library
Accurate segmentation of cervical nuclei is an essential step in the early diagnosis of
cervical cancer. Still, there are few studies on the segmentation of clustered nuclei in …

ACANet: Adaptive Contour Aware Nucleus Segmentation Network

Y Chen, Q Huang, Z Wang, M Geng - Biomedical Signal Processing and …, 2025 - Elsevier
Accurate segmentation and analysis of nucleus are crucial for cancer diagnosis and
prognosis. For nuclear images with blurred boundaries and low color contrast, existing …