Unsupervised segmentation of cervical cell nuclei via adaptive clustering
Owing to the uncertainties of manual screening, automated diagnostic tools can aid in
improving the reliability of cervical cancer diagnosis. Due to pre-cancerous changes, cell …
improving the reliability of cervical cancer diagnosis. Due to pre-cancerous changes, cell …
Unsupervised segmentation and classification of cervical cell images
The Pap smear test is a manual screening procedure that is used to detect precancerous
changes in cervical cells based on color and shape properties of their nuclei and …
changes in cervical cells based on color and shape properties of their nuclei and …
Segmentation of cervical cell images using mean-shift filtering and morphological operators
C Bergmeir, MG Silvente… - Medical Imaging …, 2010 - spiedigitallibrary.org
Screening plays an important role within the fight against cervical cancer. One of the most
challenging parts in order to automate the screening process is the segmentation of nuclei in …
challenging parts in order to automate the screening process is the segmentation of nuclei in …
[PDF][PDF] NUCLEUS CELL SEGMENTATION ON PAP SMEAR IMAGE USING BRADLEY MODIFICATION ALGORITHM.
Early detection of cervical cancer can help patients obtain the best treatment through various
means. In general, computer-aided diagnosis has a high impact on the accuracy, reliability …
means. In general, computer-aided diagnosis has a high impact on the accuracy, reliability …
Ensemble framework for unsupervised cervical cell segmentation
A Sen, S Mitra, S Chakraborty, D Mondal… - 2022 IEEE 35th …, 2022 - ieeexplore.ieee.org
In medical image segmentation, preparing ground truths (or masks) is not trivial as it
requires expert clinicians to manually label regions-of-interest. Cervical cytology image …
requires expert clinicians to manually label regions-of-interest. Cervical cytology image …
Automatic cell nuclei segmentation and classification of cervical Pap smear images
P Wang, L Wang, Y Li, Q Song, S Lv, X Hu - Biomedical Signal Processing …, 2019 - Elsevier
Pathological examination of microscopic image of Pap smear slide remains the main
method for cervical cancer diagnosis. The accurate segmentation and classification of …
method for cervical cancer diagnosis. The accurate segmentation and classification of …
Nuclei segmentation and identification in practical pap-smear images with multiple overlapping cells
S Tello-Mijares, J Bescos… - Journal of Medical Imaging …, 2016 - ingentaconnect.com
Uterine cervical cancer is the second most common cancer among women, with around half
a million cases reported every year. The Papanicolaou technique provides an inexpensive …
a million cases reported every year. The Papanicolaou technique provides an inexpensive …
A fast and reliable approach to cell nuclei segmentation in pap stained cervical smears
NB Byju, VK Sujathan, P Malm, RR Kumar - CSI transactions on ICT, 2013 - Springer
Fast and reliable segmentation of cervical cell nuclei is one of the crucial steps of an
automated screening system that aims early detection of cervical cancer. In this paper, we …
automated screening system that aims early detection of cervical cancer. In this paper, we …
Automatic segmentation of nuclei from pap smear cell images: A step toward cervical cancer screening
D Somasundaram, S Gnanasaravanan… - … Journal of Imaging …, 2020 - Wiley Online Library
Cervical cancer is identified as the fourth most recurrent cancer among women across the
globe. The cancer is treatable, if identified at the early stage. Pap smear test is the most …
globe. The cancer is treatable, if identified at the early stage. Pap smear test is the most …
Mean-shift based segmentation of cell nuclei in cervical PAP-smear images
Segmentation of cell nuclei in PAP-smear cervical images is of preeminent importance in
computer-aided-diagnostic screening technique for cervical cancer. This paper proposes a …
computer-aided-diagnostic screening technique for cervical cancer. This paper proposes a …