Abstract
The main aim of this paper is to enhance using hybrid solution for early diagnosis of breast cancer using mammogram images. For the CAD system for any image processing system follows mainly four steps that is image pre processing, segmentation, features extraction and classification and evaluation. For this research purpose follows the same structure using best possible methods in each stage found in literature review and proposed solution. From the experiment hybrid image enhancement method using CLAHE and Morphology method helps to enhance image for further computation in CAD system to early diagnosis of breast cancer using mammogram images while maintaining processing time as previous best solution. From the study depict that the purposed solution can help to enhance mammogram images for the further processing for segmentation, feature extraction and classification. However, further testing and implementation of proper classification method needed for before clinical use.
| Original language | English |
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| Title of host publication | Proceedings of the 2017 8th International Conference on information and communication systems (ICICS) |
| Place of Publication | United States |
| Publisher | IEEE, Institute of Electrical and Electronics Engineers |
| Pages | 120-124 |
| Number of pages | 5 |
| ISBN (Electronic) | 9781509042432 |
| ISBN (Print) | 9781509042449 |
| DOIs | |
| Publication status | Published - 11 May 2017 |
| Event | 8th International Conference on Information and Communication Systems: ICICS 2017 - Jordan University of Science and Technology , Irbid, Jordan Duration: 04 Apr 2017 → 06 Apr 2017 https://web.archive.org/web/20170425023745/http://icics.info/icics2017/ (Conference website) https://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7914820 (Conference proceedings) |
Conference
| Conference | 8th International Conference on Information and Communication Systems |
|---|---|
| Country/Territory | Jordan |
| City | Irbid |
| Period | 04/04/17 → 06/04/17 |
| Other | The International Conference on Information and Communication Systems (ICICS 2017) is a forum for scientists, engineers, and practitioners to present their latest research results, ideas, developments, and applications in all areas of Computer and Information Sciences. The topics that will be covered in the ICICS 2017 include, but are not limited to: Artificial Intelligence, Mobile Computing, Networking, Information Security and Cryptography, Intrusion Detection and Computer Forensics, Web Content Mining, Bioinformatics and IT Applications, Database Technology, Systems Integration, Information Systems Analysis and Specification, Communications, and Human-Computer Interaction. |
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