HIMSSCast: Getting to better data for better predictive models

Healthcare IT News January 27, 2023
Mike Miliard

A lack of quality clinical data is hindering machine learning models for oncology and other treatments, says Steve Irvine, CEO of integrate.ai, who describes how federated learning approaches can enable secure access to a wider array of datasets.

Predictive models are gaining ground across healthcare as more and more hospitals and specialists use them for diagnosis and treatment of cancer and other diseases. But these machine learning tools are still not as accurate or powerful as they could be – and that often boils down to not...

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