Segmentation of cell clusters in Pap smear images using intensity variation between superpixels

ME Plissiti, M Vrigkas, C Nikou - 2015 International Conference …, 2015 - ieeexplore.ieee.org
The automated interpretation of Pap smear images is a challenging issue with several
aspects. The accurate segmentation of the structuring elements of each cell is a crucial …

Automatic segmentation of cell nuclei in Feulgen‐stained histological sections of prostate cancer and quantitative evaluation of segmentation results

B Nielsen, F Albregtsen, HE Danielsen - Cytometry Part A, 2012 - Wiley Online Library
Digital image analysis of cell nuclei is useful to obtain quantitative information for the
diagnosis and prognosis of cancer. However, the lack of a reliable automatic nuclear …

[PDF][PDF] Papsmear image based detection of cervical cancer

MT Sreedevi, BS Usha, S Sandya - International Journal of Computer …, 2012 - Citeseer
In this paper, a newapproach is proposed for the early detection of cervical cancer using
Papsmear images. Regular Papsmear screening is the most successful attempt of medical …

A novel approach for detection and delineation of cell nuclei using feature similarity index measure

J John, MS Nair, PRA Kumar, M Wilscy - Biocybernetics and Biomedical …, 2016 - Elsevier
Accurate image segmentation of cells and tissues is a challenging research area due to its
vast applications in medical diagnosis. Seed detection is the basic and most essential step …

[HTML][HTML] Dual supervised sampling networks for real-time segmentation of cervical cell nucleus

D Luo, H Kang, J Long, J Zhang, L Chen… - Computational and …, 2022 - Elsevier
The morphology of the cervical cell nucleus is the most important consideration for
pathological cell identification. And a precise segmentation of the cervical cell nucleus …

[HTML][HTML] Cervical cell's nucleus segmentation through an improved UNet architecture

A Rasheed, SH Shirazi, AI Umar, M Shahzad… - Plos one, 2023 - journals.plos.org
Precise segmentation of the nucleus is vital for computer-aided diagnosis (CAD) in cervical
cytology. Automated delineation of the cervical nucleus has notorious challenges due to …

Inflammatory cell extraction and nuclei detection in Pap smear images

D Riana, ME Plissiti, C Nikou… - International Journal of …, 2015 - igi-global.com
The automated diagnosis of cervical cancer in Pap smear images is a difficult though
extremely important procedure. In order to obtain reliable diagnostic information, the nuclei …

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 …

Automated computer aided diagnosis using altered multi-phase level sets in application to categorize the breast cancer biopsy images

R Uppada, SP Kodati… - IETE Journal of Research, 2023 - Taylor & Francis
As macroscopic Breast Cancer (BC) imaging diagnostics do not provide satisfied data,
microscopic image analysis is used to get optimum cell-nuclei segmentation for image …

Cervical cancer detection using segmentation on pap smear images

M Arya, N Mittal, G Singh - … of the International Conference on Informatics …, 2016 - dl.acm.org
Cancer or carcinoma is the uncontrolled growth of cells. There are many types of cancers.
Here we are focusing on one of the common cancer of females ie cancer of the cervix. Ca …