Robust and accurate estimation of cellular fraction from tissue omics data via ensemble deconvolution.
Manqi CaiMolin YueTianmeng ChenJinling LiuErick FornoXinghua LuTimothy BilliarJuan C. CeledónChris McKennanWei ChenJiebiao WangPublished in: Bioinform. (2022)
Keyphrases
- accurate estimation
- synthetic data
- data sources
- data analysis
- data sets
- high quality
- data collection
- image data
- three dimensional
- original data
- test data
- statistical analysis
- database
- training data
- high resolution
- denoising
- data processing
- learning algorithm
- data structure
- databases
- experimental data
- raw data
- image sequences
- feature selection