scDMAE: A Generative Denoising Model Adopted Mask Strategy for scRNA-Seq Data Recovery.
Wei LiuYouze PanZhijie TengJunlin XuPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- denoising
- experimental data
- input data
- data sets
- data collection
- image data
- prior knowledge
- test data
- simulation data
- data quality
- mathematical model
- computational model
- data analysis
- synthetic data
- data structure
- data sources
- probability distribution
- network structure
- probabilistic model
- database
- high quality
- learning models
- high dimensional data
- empirical data
- predictive model
- neural network
- computer vision
- data mining techniques
- measured data
- training data
- raw data
- end users
- statistical methods
- statistical model
- regression model
- data points
- statistical analysis
- generative model
- markov random field
- least squares