In this episode, I talk with Matt Alderdice, Head of Data Science at Sonrai Analytics, about precision medicine. Sonrai Analytics automates laborious data processes and speeds up new drug and healthcare developments.

Highlights:

Machine learning for automating time-consuming and tedious analysis of microscopy images.
Training for machine learning practitioners new to pathology by integrating domain experts with your team.
Involving stakeholders throughout a project.
Literature reviews to search for associated publications and potential solutions to avoid overly complicated solutions.
Validating models with ethnically diverse datasets.
Analytical validation for differing stains, scanners, and operators.
Clinical validation on a held out dataset in the same environment as would be in the clinic.
Identifying relevant metrics from conversations with pathologists, oncologists, nurses, and patients.
Focus on the problem you’re trying to solve – AI is just a tool.

Links:

Sonrai Analytics’ website

Matt Alderdice on LinkedIn

Resources for Computer Vision Teams:

LinkedIn – Connect with Heather.

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Editorial: El día de Martin Luther King - 20/01/25