An integrated sparse neural network framework scBalance incorporates adaptive weight sampling and dropout techniques to handle noise and imbalanced datasets and achieves high classification accuracy for both rare and major cell types.
- Yuqi Cheng
- Xingyu Fan
- Yu Li
