Bioscience: AI for Tissue Analysis

The customer’s challenge

Thermo Fisher Scientific is developing an imaging system to analyze biological tissue samples with fluorescence microscopy. This allows researchers to analyze the effect of vaccines, drugs or cosmetics on human tissue. To do this, they want to analyze all the individual cells in a tissue sample.

Sioux’s contribution

To build a state-of-the-art machine in terms of speed and quality, Thermo Fisher Scientific asked Sioux to improve crucial parts of their pipeline.

Result

  • Spectral image separation: Accurately and efficiently split the image into components matching the stains.
  • AI-based cell segmentation: Developed vision AI workflows to improve and speed up the detection and localization of cells.
  • Explainable AI: Tool for visual inspection and interpretation of biologically relevant features.

Technology

  • Hyperspectral Imaging
  • Spectral Unmixing
  • Cell Segmentation
  • Foundation Models
  • Deep Learning
  • Computer Vision
  • Generative Models
Model.Name

Thermo Fisher Scientific is a leading global supplier of electron microscopes and imaging solutions. Their microscopes are contributing to research institutes and laboratories all over the world.