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Training AI models on cell line and patient-derived data to improve response prediction

17 Sep 2025
Drug Response Prediction
  • Impact of biologically diverse data on model accuracy and robustness.
  • Differences in predictive value between cell lines and patient-derived samples.
  • Need for large-scale, high-quality patient data for model training.
  • Relevance of models in personalized treatment predictions.
Industry Expert
Paul Shi, Scientific Associate Director of Computational Biology - Amgen