Clustering Algorithms in Biomedical Research: A Review

  title={Clustering Algorithms in Biomedical Research: A Review},
  author={Rui Xu and Donald C. Wunsch},
  journal={IEEE Reviews in Biomedical Engineering},
Applications of clustering algorithms in biomedical research are ubiquitous, with typical examples including gene expression data analysis, genomic sequence analysis, biomedical document mining, and MRI image analysis. However, due to the diversity of cluster analysis, the differing terminologies, goals, and assumptions underlying different clustering algorithms can be daunting. Thus, determining the right match between clustering algorithms and biomedical applications has become particularly… CONTINUE READING
Highly Influential
This paper has highly influenced 11 other papers. REVIEW HIGHLY INFLUENTIAL CITATIONS
Highly Cited
This paper has 307 citations. REVIEW CITATIONS
77 Citations
302 References
Similar Papers


Publications citing this paper.
Showing 1-10 of 77 extracted citations

308 Citations

Citations per Year
Semantic Scholar estimates that this publication has 308 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 302 references

Similar Papers

Loading similar papers…