SCdenoise: a reference-based scRNA-seq denoising method using semi-supervised learning.
Fengqi ZhongYuansong ZengYubao LiuYuedong YangPublished in: BIBM (2022)
Keyphrases
- semi supervised learning
- denoising methods
- denoising
- image denoising
- semi supervised
- unlabeled data
- noisy images
- nonlocal means
- labeled data
- supervised learning
- semi supervised classification
- denoising algorithm
- training data
- unsupervised learning
- label propagation
- co training
- machine learning
- manifold regularization
- labeled and unlabeled data
- graph based semi supervised learning
- natural images
- active learning
- multiscale
- computer vision
- noise level
- wavelet packet
- noise reduction
- image patches
- knn
- semi supervised learning algorithms
- pairwise