GPU-Based Texture Analysis approach for Mammograms Institute of Biomedical Informatics

Che Lun Hung, Chun Yuan Lin

研究成果: Conference contribution同行評審

2 引文 斯高帕斯(Scopus)

摘要

Mammograms are always used to detect signs of breast cancer. Texture-analysis techniques were applied to determine imaging biomarkers consisting of mean, contrast, correlation, energy and homogeneity features of parametric maps, and they can be utilized to retravel specific features of symptoms from medical images produced by X-ray, magnetic resonance imaging, computed tomography, and so forth. Gray level run-length matrix is the one of the texture extraction methods which has been successfully used to facilitate medical image analysis. However, it is computation-intensive method. We implemented it on GPU to accelerating extraction process for mammograms. The proposed method achieves significant speedup over CPU-based implementation.

原文English
主出版物標題Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020
編輯Taesung Park, Young-Rae Cho, Xiaohua Tony Hu, Illhoi Yoo, Hyun Goo Woo, Jianxin Wang, Julio Facelli, Seungyoon Nam, Mingon Kang
發行者Institute of Electrical and Electronics Engineers Inc.
頁面2183-2186
頁數4
ISBN(電子)9781728162157
DOIs
出版狀態Published - 16 12月 2020
事件2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020 - Virtual, Seoul, Korea, Republic of
持續時間: 16 12月 202019 12月 2020

出版系列

名字Proceedings - 2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020

Conference

Conference2020 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020
國家/地區Korea, Republic of
城市Virtual, Seoul
期間16/12/2019/12/20

指紋

深入研究「GPU-Based Texture Analysis approach for Mammograms Institute of Biomedical Informatics」主題。共同形成了獨特的指紋。

引用此