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High dynamic range fluorescence imaging.

Claudio VinegoniPaolo Fumene FeruglioRalph Weissleder
Published in: IEEE journal of selected topics in quantum electronics : a publication of the IEEE Lasers and Electro-optics Society (2018)
Fluorescence acquisition and image display over a high dynamic range is highly desirable. However, the limited dynamic range of current photodetectors and imaging CCDs impose a limit on the fluorescence intensities that can be simultaneously captured during a single image acquisition. This is particularly troublesome when imaging biological samples, where protein expression fluctuates considerably. As a result, biological images will often contain regions with signal that is either saturated or hidden within background noise, causing information loss. In this manuscript we summarize recent work from our group and others, to extended conventional to high dynamic range fluorescence imaging. These strategies have many biological applications, such as mapping of neural connections, vascular imaging, bio-distribution studies or pharmacologic imaging at the single cell and organ level.
Keyphrases
  • fluorescence imaging
  • high resolution
  • photodynamic therapy
  • deep learning
  • single cell
  • single molecule
  • healthcare
  • mass spectrometry
  • convolutional neural network
  • air pollution
  • machine learning
  • rna seq
  • high throughput