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Accelerating Drug Development Using Spatial Multi-omics.

Richard J A GoodwinStefan J PlatzJorge Sergio Reis-FilhoSimon T Barry
Published in: Cancer discovery (2024)
Spatial biology approaches enabled by innovations in imaging biomarker platforms and artificial intelligence-enabled data integration and analysis provide an assessment of patient and disease heterogeneity at ever-increasing resolution. The utility of spatial biology data in accelerating drug programs, however, requires balancing exploratory discovery investigations against scalable and clinically applicable spatial biomarker analysis.
Keyphrases
  • artificial intelligence
  • big data
  • machine learning
  • electronic health record
  • deep learning
  • high resolution
  • case report
  • photodynamic therapy
  • fluorescence imaging