Data analytics and visualization for inspecting cancers and genes

Victor Chang*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

27 Citations (Scopus)

Abstract

This paper describes our latest research in data analytics and visualization for bioinformatics and healthcare. Each year many patients have suffered cancers. Analytics and visualization can help to simulate the development of malignant tumors and help identify weak spots of tumor for treatment, inspect malignant tumors in general and inspect whether genes have cancerous cells. Related literature, technologies, simulation results with explanation, performance evaluation and comparisons with other work have been discussed in details. We can process training data with a low completion time to achieve simulations of malignant tumors and genes to inspect their status, as well as the querying the output data within seconds. Our malignant tumor and gene simulation can achieve 360 degrees for an inspection of cancerous presence. We conclude that data analytics and visualization can provide effective and efficient healthcare research and also other type of interdisciplinary research.

Original languageEnglish
Pages (from-to)17693-17707
Number of pages15
JournalMultimedia Tools and Applications
Volume77
Issue number14
DOIs
Publication statusPublished - 1 Jul 2018

Keywords

  • Analytics and visualization for bioinformatics and healthcare
  • Big data processing an analytics for bio-science
  • Simulation for gene inspection
  • Simulation for malignant tumor inspection

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