Accurate segmentation of cervical cytoplasm and nuclei based on multiscale convolutional network and graph partitioning
In this paper, a multiscale convolutional network (MSCN) and graph-partitioning-based
method is proposed for accurate segmentation of cervical cytoplasm and nuclei. Specifically …
method is proposed for accurate segmentation of cervical cytoplasm and nuclei. Specifically …
Segmentation of cell clusters in Pap smear images using intensity variation between superpixels
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 …
aspects. The accurate segmentation of the structuring elements of each cell is a crucial …
Inflammatory cell extraction and nuclei detection in Pap smear images
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 …
extremely important procedure. In order to obtain reliable diagnostic information, the nuclei …
Extraction and classification texture of inflammatory cells and nuclei in normal pap smear images
D Riana, DH Widyantoro… - 2015 4th international …, 2015 - ieeexplore.ieee.org
The presence of inflammatory cells complicates the process of identifying the nuclei in the
early detection of cervical cancer. Inflammatory cells need to be eliminated to assist …
early detection of cervical cancer. Inflammatory cells need to be eliminated to assist …
Morphological filtering and hierarchical deformation for partially overlapping cell segmentation
Accurate cell segmentation is an important and long-standing challenge in biomedical
image analysis due to large variations in shape and boundary ambiguity. In this paper, we …
image analysis due to large variations in shape and boundary ambiguity. In this paper, we …
Automatic pap smear nuclei detection using mean-shift and region growing
S Oprisescu, T Rădulescu, A Sultana… - … on Signals, Circuits …, 2015 - ieeexplore.ieee.org
The Babes-Papanicolaou test (also known as Pap smear) is a method of cervical cancer
screening used to detect abnormal cells which are or can become cancerous. Since the …
screening used to detect abnormal cells which are or can become cancerous. Since the …
Feature quantification and abnormal detection on cervical squamous epithelial cells
M Zhao, L Chen, L Bian, J Zhang… - … methods in medicine, 2015 - Wiley Online Library
Feature analysis and classification detection of abnormal cells from images for pathological
analysis are an important issue for the realization of computer assisted disease diagnosis …
analysis are an important issue for the realization of computer assisted disease diagnosis …
Learning shape-driven segmentation based on neural network and sparse reconstruction toward automated cell analysis of cervical smears
The development of an automatic and accurate segmentation approach for both nuclei and
cytoplasm remains an open problem due to the complexities of cell structures resulting from …
cytoplasm remains an open problem due to the complexities of cell structures resulting from …
Radial-based cell formation algorithm for separation of overlapping cells in medical microscopic images
Overlapping cells in a medical image can affect the extraction process of cells'
characteristics as they are visually indistinguishable from each other. This paper proposes a …
characteristics as they are visually indistinguishable from each other. This paper proposes a …
Analysis of pap smear images with iso-and edge-contours
C Rasche, S Oprisescu, A Sultana… - … and Processing (ICCP …, 2015 - ieeexplore.ieee.org
A novel method for the detection and segmentation of nuclei and cells in Pap smear images
is introduced. The method is based on a geometric analysis of iso-and edge-contours. For …
is introduced. The method is based on a geometric analysis of iso-and edge-contours. For …