Graph-based multi-resolution segmentation of histological whole slide images

机译：基于图的组织学整体幻灯片图像的多分辨率分割

获取原文

页面导航

摘要
著录项
相似文献
相关主题

摘要

In this paper, we present a graph-based multi-resolution approach for mitosis extraction in breast cancer histological whole slide images. The proposed segmentation uses a multi-resolution approach which reproduces the slide examination done by a pathologist. Each resolution level is analyzed with a focus of attention resulting from a coarser resolution level analysis. At each resolution level, a spatial refinement by semi-supervised clustering is performed to obtain more accurate segmentation around edges. The proposed segmentation is fully unsupervised by using domain specific knowledge.

机译：在本文中，我们提出了一种基于图的多分辨率方法，用于在乳腺癌组织学整个幻灯片图像中进行有丝分裂提取。提议的分割使用多分辨率方法，该方法可重现病理学家进行的载玻片检查。对每个分辨率级别进行分析时，应将注意力集中在较粗糙的分辨率级别分析上。在每个分辨率级别，执行通过半监督聚类进行的空间细化以获得围绕边缘的更精确的分割。通过使用特定领域的知识，完全可以不受提议的分割的影响。

著录项

来源
《IEEE International Symposium on Biomedical Imaging: From Nano to Macro》|2010年|p.153-156|共4页
会议地点
作者
Roullier V.; Ta V-T.; Lezoray O.; Elmoataz A.;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种
中图分类模式识别与装置;
关键词
Breast cancer; Graph; Segmentation;

机译：乳腺癌;图;分割;

相似文献

外文文献
中文文献
专利

1. Multi-resolution graph-based analysis of histopathological whole slide images: application to mitotic cell extraction and visualization. [J] . Roullier V, Lezoray O, Ta VT, Computerized Medical Imaging and Graphics: The Official Jounal of the Computerized Medical Imaging Society . 2011,第7a8期

机译：基于病理组织学整个幻灯片图像的基于多分辨率图的分析：在有丝分裂细胞提取和可视化中的应用。
2. Multi-resolution cell orientation congruence descriptors for epithelium segmentation in endometrial histology images [J] . Li Guannan, Raza Shan E. Ahmed, Rajpoot Nasir M. Medical image analysis . 2017,第期

机译：子宫内膜组织学图像中上皮细胞的多分辨率细胞定向同一致性描述函数
3. Deep Learning Model for Cell Nuclei Segmentation and Lymphocyte Identification in Whole Slide Histology Images [J] . Elzbieta BUDGINAITE, Mindaugas MORKUNAS, Arvydas LAURINAVICIUS, Informatica . 2021,第1期

机译：细胞核细胞核分段和淋巴细胞鉴定的深度学习模型
4. GRAPH-BASED MULTI-RESOLUTION SEGMENTATION OF HISTOLOGICAL WHOLE SLIDE IMAGES [C] . V. Roullier, V.-T. Ta, O. Lezoray, IEEE International Symposium on Biomedical Imaging . 2010

机译：基于图的组织整体幻灯片图像的多分辨率分割
5. Nuclei segmentation of histology images based on deep learning and color quantization and analysis of real world pill images [D] . Sornapudi, Sudhir. 2017

机译：基于深度学习和颜色量化的组织学图像的核细胞分割和现实世界丸图像分析
6. Globally Optimal Tumor Segmentation in PET-CT Images: A Graph-Based Co-Segmentation Method [O] . Dongfeng Han, John Bayouth, Qi Song, -1

机译：全局最优肿瘤分割在pET-CT图像：一个基于图形的共同分割方法
7. GRAPH-BASED MULTI-RESOLUTION SEGMENTATION OF HISTOLOGICAL WHOLE SLIDE IMAGES ∗ [O] . V. Roullier, V-t. Ta, O. Lézoray, 2013

机译：基于图形的多组分分析的组织式全滑动图像*
8. Segmentation and Estimation of the Histological Composition of the Tumor Mass in Computed Tomographic Images of Neuroblastoma. [R] . Ayres, F. J., Zuffo, M. K., Rangayyan, R. M., 2001

机译：神经母细胞瘤计算机断层扫描图像中肿瘤组织成分的分割与估计。

Graph-based multi-resolution segmentation of histological whole slide images

摘要

著录项

相似文献

相关主题

期刊订阅