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Experts cite Google-led breast cancer screening studies to increase the transparency of AI studies

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In their work, the author specifically pointed out an example of inadequate transparency that boiled their blood: Google Health-led research DeepMind, an AI system released earlier this year, claimed to be able to beat radiologists in detecting breast cancer in mammograms.

The problem, as Haibe-Kains and colleagues pointed out, was that the study didn’t explain how to do it, omitting the tool coding and modeling. This suffocated others from understanding how the algorithm works and whether it can be applied in other medical institutions, the authors said.

Health image Cover this study Back in January, for this Invitation commentary Was announced in Nature Warn clinicians about many of these limitations.

“The real world is more complex and potentially diverse than the type of controlled research environment reported in this study,” explained Dr. Eta D. Pisano, MD, Harvard Medical School.

In an article published on October 14, the group provides researchers with a framework and platform for securely sharing data, computer code, and predictive models used in AI-based research. Doing so may help translate valuable findings into improved clinical outcomes.

“We have great expectations for the usefulness of AI for cancer patients,” explained Haibe-Kains. “Sharing our findings and building on them is a true scientific impact.”

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