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scGPT: toward building a foundation model for single-cell multi-omics using generative AI

Haotian Cui, Chloe Wang, Hassaan Maan, Kuan Pang, Fengning Luo, Nan Duan, Bo Wang

2024Nature Methods1,055 citationsDOI

Topics & Concepts

Generative grammarInferenceSynthetic biologyComputer scienceSystems biologyComputational biologyTransformerAnnotationGenerative modelArtificial intelligenceLanguage modelBiologyMachine learningEngineeringElectrical engineeringVoltageSingle-cell and spatial transcriptomicsCell Image Analysis TechniquesGene expression and cancer classification
scGPT: toward building a foundation model for single-cell multi-omics using generative AI | Litcius