iSeg: an efficient algorithm for segmentation of genomic and epigenomic data.
Senthil B. GirimuruganYuhang LiuPei-Yau LungDaniel L. VeraJonathan H. DennisHank W. BassJinfeng ZhangPublished in: BMC Bioinform. (2018)
Keyphrases
- segmentation algorithm
- input data
- data analysis
- data sets
- synthetic data
- database
- prior information
- computational complexity
- computationally efficient
- dynamic programming
- data sources
- noisy data
- detection algorithm
- search space
- data structure
- optimal solution
- learning algorithm
- preprocessing
- image segmentation
- data reduction
- k means
- markov random field
- high dimensional data
- multiscale
- segmentation method
- volumetric images