Many perturbations affect only a subset of cells, while the rest remain largely unaffected. Existing single-cell analysis methods may fail to isolate the affected cells and their markers. Here, authors introduce HiDDEN, a machine learning method that reveals the perturbation status of individual cells.
- Aleksandrina Goeva
- Michael-John Dolan
- Evan Macosko