Automatic Cardiac View Classification of Echocardiogram

@article{Park2007AutomaticCV,
  title={Automatic Cardiac View Classification of Echocardiogram},
  author={Jin Hyeong Park and Shaohua Kevin Zhou and Costas Simopoulos and Joanne Otsuki and Dorin Comaniciu},
  journal={2007 IEEE 11th International Conference on Computer Vision},
  year={2007},
  pages={1-8}
}
We propose a fully automatic system for cardiac view classification of echocardiogram. Given an echo study video sequence, the system outputs a view label among the pre-defined standard views. The system is built based on a machine learning approach that extracts knowledge from an annotated database. It characterizes three features: 1) integrating local and global evidence, 2) utilizing view specific knowledge, and 3) employing a multi-class Logit-boost algorithm. In our prototype system, we… CONTINUE READING
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