Project A2: Accelerate and simplify super-resolution imaging techniques

Mike Heilemann

Work package 1: Machine learning-assisted SMLM

Work package 2: Novel imaging and machine-learning tools for multi-color SMLM


  • Machine learning-assisted SMLM
    • SMLM-image reconstruction from sparse data/noisy data and prediction of different cellular structures  -> reduce acquisition time
  • Cross-modal image prediction
    • Prediction of super-resolved SMLM/STED images from diffraction-limited widefield/confocal images  -> avoid complex instrumentation