High-Content Analysis Webinars

Educational recordings for lifesciences companies.

ViQi has created a series of webinars for biologists and pharma leadership to understand how to use a cloud-based imaging AI for high-content analysis. They are hosted by ViQi’s Chief Science Officer Dr Ilya Goldberg, who is an AI and cell biology expert with more than 20 years of experience at Harvard, MIT, NIH, OME, and Johns Hopkins.

How to Use AI for Classifying Cell Types & Phenotypes in the Cloud: The Live/Dead Assay

  • How to train an AI to differentiate cell types and cell phenotypes using manual labels

  • How to evaluate AI performance

  • Key parameters in AI and the AI workflow

  • A comparison of feature-based AI and deep learning

Practical Applications for AI in High-Content Analysis: Dose-Response and Quantitative Assays

  • Train and evaluate AIs for scoring a continuous morphological process.

  • Score a multi-compound screen based on a dose-response standard curve.

  • Score any type of phenotypic response without knowing what to look for a priori.

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