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