A survey on image data analysis through clustering techniques for real world applications

S Wazarkar, BN Keshavamurthy - Journal of Visual Communication and …, 2018 - Elsevier
A huge amount of image data is being collected in real world sectors. Image data analytics
provides information about important facts and issues of a particular domain. But, it is …

Graph-based learning for segmentation of 3D ultrasound images

H Chang, Z Chen, Q Huang, J Shi, X Li - Neurocomputing, 2015 - Elsevier
The analysis of 3D medical images becomes necessary since the 3D imaging techniques
have been more and more widely applied in medical applications. This paper introduces a …

Segmentation of 3-d high-frequency ultrasound images of human lymph nodes using graph cut with energy functional adapted to local intensity distribution

J Kuo, J Mamou, Y Wang… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
Previous studies by our group have shown that 3-D high-frequency quantitative ultrasound
(QUS) methods have the potential to differentiate metastatic lymph nodes (LNs) from cancer …