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 …

Nucleus segmentation of cervical cytology images based on depth information

T Wang, J Huang, D Zheng, Y He - IEEE Access, 2020 - ieeexplore.ieee.org
In cervical cancer screening, accurate segmentation of cervical nucleus is a key part in the
early diagnosis of cervical cancer. However, the cervical nucleus segmentation faces many …

SRM superpixel merging framework for precise segmentation of cervical nucleus

R Saha, M Bajger, G Lee - 2019 Digital Image Computing …, 2019 - ieeexplore.ieee.org
Cervical nuclei contain important diagnostic characteristics useful for identifying abnormality
in cervical cells. Therefore, an accurate segmentation of nuclei is the primary step in …

Prior guided segmentation and nuclei feature based abnormality detection in cervical cells

R Saha, M Bajger, G Lee - 2019 IEEE 19th international …, 2019 - ieeexplore.ieee.org
Computer-assisted techniques for cytological analysis and abnormality detection, can help
to early diagnose anomalies in cervical smear images. Cell nuclei carry substantial …

A Systematic Study of Challenges in Cervical Cytology Image Segmentation of Intelligence based Cervical Cancer Screening

PM Anu, C Lakshmi - 2023 4th IEEE Global Conference for …, 2023 - ieeexplore.ieee.org
Cervical Cancer (CC) is the fourth frequent dreadful cancers that prevails in women across
the globe. Cervical cytology is being adopted as the standard technique for the screening of …