- 期刊
- OpenAccess
Automatic Counting Cancer Cell Colonies Using Fuzzy Inference System
並列摘要
This paper examines the efficacy of liver cancer treatment using HA22T cancer cells specific to the Taiwanese population. The Clonogenic Assay is the current standard method for detecting liver cancer. This paper uses image processing technology and a fuzzy inference system to identify in-vitro colonies of cancer cells. A scanner was first used to capture an image of the culture dish. This image was then analyzed using image processing techniques and the Hough transform to establish the relative position of the dish. Image segmentation was accomplished by image differencing, while feature extraction was based on the features specific to the image. Decision-making was then carried out using a fuzzy inference system to calculate the number of colonies within the image. In summary, this paper proposes a fuzzy cancer cell colony identification system based on a fuzzy inference system (FIS) that successfully identifies cancer cell colonies that are indiscernible to the naked eye.
延伸閱讀
- 陳裕瑋（2012）。Automatic Cell Counting For Hemocytometers Through Image Processing〔碩士論文，國立中正大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0033-2110201613525744
- Schlie, K., Spowart, J. E., Hughson, L. R. K., Townsend, K. N., & Lum, J. J. (2011). When Cells Suffocate: Autophagy in Cancer and Immune Cells under Low Oxygen. International Journal of Cell Biology, 2011(), 93-105. https://doi.org/10.1155/2011/470597
- Finak, G., Bashashati, A., Brinkman, R., & Gottardo, R. (2009). Merging Mixture Components for Cell Population Identification in Flow Cytometry. Advances in Bioinformatics, 2009(), 38-49. https://doi.org/10.1155/2009/247646
- prasad, M. (2015). A Collaborative Fuzzy Rule Transfer Mechanism for Neural Fuzzy Inference Systems [doctoral dissertation, National Chiao Tung University]. Airiti Library. https://doi.org/10.6842/NCTU.2015.00822
- 彭令儀（2006）。Fuzzy-based Cell Selection and Adaptive Repacking Strategy for Channel Assignment in Hierarchical Cellular Systems〔碩士論文，國立臺灣師範大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0021-0712200716130252