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A Hough Transform-Based Breast Mass Detection Algorithm on Digital Breast Tomosynthesis Images
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- Authors
- Ji-Wook Jeong, Seung-Hoon Chae, Sooyeul Lee, Eun Young Chae, Hak Hee Kim, Young Wook Choi
- Issue Date
- 2015-08
- Citation
- International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2015, pp.1-1
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- We suggest a simplified computer-aided detection (CADe) system for breast masses in reconstructed digital breast tomosynthesis (DBT) volumes using a three-dimensional Hough transform. The CADe system consisted of the binarization, the Hessian-based object response calculation, and a three-dimensional Hough transform steps. The obtained false-positive rate was 1.85 per DBT volume with a sensitivity of 94.5%.
- KSP Keywords
- Breast mass detection, Computer-aided Detection(CADe), Detection algorithm, Digital breast tomosynthesis(DBT), Hessian-based, Hough transform, Positive rate, Three dimensional(3D)