Fong, Samson H.

Predicting drug response and synergy using a deep learning model of human cancer cells

Kuenzi, B. M., Park, J., Fong, S. H., Sanchez, K. S., Lee, J., Kreisberg, J. F., Ma, J., & Ideker, T. (2020) · Cancer Cell

Computational Drug Discovery MethodsMachine Learning in Healthcare

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Using deep learning to model the hierarchical structure and function of a cell

Ma, J., Yu, M. K., Fong, S., Ono, K., Sage, E., Demchak, B., Sharan, R., & Ideker, T. (2018) · Nature Methods

Gene Regulatory Network AnalysisMicrobial Metabolic Engineering and Bioproduction

Cited by 435

Few-shot learning creates predictive models of drug response that translate from high-throughput screens to individual patients

Ma, J., Fong, S. H., Luo, Y., Bakkenist, C. J., Shen, J. P., Mourragui, S., Wessels, L. F. A., Hafner, M., Sharan, R., Peng, J., et al. (2021) · Nature Cancer

Computational Drug Discovery MethodsDomain Adaptation and Few-Shot Learning

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