Researchers at the National Institutes of Health (NIH) have created an artificial intelligence (AI) tool which "uses data from individual cells inside tumors to predict whether a person's cancer will respond to a specific drug." Single-cell RNA sequencing, providing higher resolution data at the single-cell level, is exploring transfer learning whereby AI models are being used to predict drug responses.
To learn more about this proof-of-concept study, click here.
Source mentioned:
Sinha S, Vegesna R, Mukherjee S, et al. PERCEPTION predicts patient response and resistance to treatment using single-cell transcriptomics of their tumors. Nature. April 18, 2024. DOI: 10.1038/s43018-024-00756-7.
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