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Aiforia On-demand

Custom AI solutions for image analysis.
Our service enables you to have AI models built for your specific image analysis needs and challenges. Share your slides or images with us, these can be any 2D image in any disease area, and we will then train bespoke AI models to analyze these for you.
This solution is customized for each individual customer — we can complete a whole project for you, or develop an AI model for your future use on the Aiforia platform . The Aiforia platform is cloud-based (link) so you can view your images and annotate them at any time. All you need is internet access.

aiforia on-demand workflow

Aiforia is scalable, and can be tailored to suit your specific needs — from a few images to several thousand. There are no restrictions with Aiforia.

Benefits of Aiforia On-demand

SOLUTIONS

Quantification

Multi-class object detection

  • Tedious quantification tasks or identification of rare objects or features

  • Possible from whole slide images

Measurements of spatial and morphological metrics for identified objects

 

 

Application examples
  • Nerve cell counting in Parkinson’s disease
  • Fat and fibrosis measurements in liver tissue (NASH, NAFLD)
  • Measurements between stromal CD8+ cells and lung cancer tumor borders
  • Malaria parasite detection from blood smear

Segmentation

Multi-class semantic segmentation

  • Automated segmentation of image patterns

  • Quantifying surface areas and a versatile range of spatial metrics

 

 

Application examples
  • Tumor grading and tumor burden
  • To detect TH+ neuronal areas and plaques
  • Tissue architecture, for example: portal areas, hepatocytes, parenchyme, capsule, biliary ducts, veins
  • Identification and quantification of tissue or cell lesions caused by infectious diseases

Regression

Regression models predicting continuous values

  • Measuring depth of color, intensity of staining, patient outcomes

 

 

Application examples
  • Cell and nucleus size
  • Patient survival time
  • Astrocyte reactivity
  • Drug-dose response

Explore the research areas Aiforia is already supporting:

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