Name
Title | ||
|---|---|---|
A Unified Model-Based Image Analysis Framework for Automated Detection of Precancerous Lesions in Digitized Uterine Cervix Images |
Abstract | ||
|---|---|---|
A unified framework for a fully automated diagnostic system for cervical intraepithelial neoplasia (CIN) is proposed. CIN is a detectable and treatable precursor pathology of cancer of the uterine cervix. Algorithms based on mathematical morphology, and clustering based on Gaussian mixture modeling (GMM) in a joint color and geometric feature space, are used to segment macro regions. A non-paramet... |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/JSTSP.2008.2011102 | IEEE Journal of Selected Topics in Signal Processing |
Keywords | Field | DocType |
Image analysis,Lesions,Image color analysis,Image texture analysis,Neoplasms,Cancer detection,Pathology,Cervical cancer,Clustering algorithms,Morphology | Computer vision,Feature vector,Pattern recognition,Segmentation,Mathematical morphology,Computer science,Image texture,Cervical intraepithelial neoplasia,Image segmentation,Artificial intelligence,Cluster analysis,Mixture model | Journal |
Volume | Issue | ISSN |
3 | 1 | 1932-4553 |
Citations | PageRank | References |
4 | 0.58 | 9 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| yeshwanth srinivasan | 1 | 37 | 4.59 |
| Enrique Corona | 2 | 38 | 4.31 |
| Brian Nutter | 3 | 101 | 20.24 |
| Sunanda Mitra | 4 | 254 | 45.17 |
| Sonal Bhattacharya | 5 | 13 | 2.04 |