Benchmarking algorithms for generalizable single-cell perturbation response prediction
Zhiting Wei, Yiheng Wang, Yicheng Gao, Shu-Guang Wang, Pu Li, Duanmiao Si, Yuli Gao, Siqi Wu, Danlu Li, Kejing Dong, Xingbo Yang, Chen Tang, Shaliu Fu, Xiaohan Chen, Wannian Li, Yuewen You, Chen Zhang, Aibin Liang, Guohui Chuai, Qi Liu
Topics & Concepts
BenchmarkingGeneralizability theoryPerturbation (astronomy)Computer scienceBenchmark (surveying)AlgorithmMachine learningEmbeddingArtificial intelligenceTheoretical computer scienceSingular perturbationMathematical optimizationData miningSystems biologyContext (archaeology)AdaptabilityBiological networkSingle-cell and spatial transcriptomicsGene Regulatory Network AnalysisCell Image Analysis Techniques