Pathology has long been the cornerstone of cancer diagnosis and treatment. A pathologist carefully examines an ultrathin slice of human tissue under a microscope for clues that indicate the presence, ...
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Bias is an inherent part of the human experience. It’s the silent filter created by our lived experiences, a lens through which our everyday decisions pass. It shapes us. And often, we’re not even ...
Artificial intelligence holds great promise for healthcare, and it is already being put to use by many forward-looking hospitals and health systems. One challenge for healthcare CIOs and clinical ...
This guest post from Alegion explores the reality of machine learning bias and how to mitigate its impact on AI systems. Artificial intelligence (AI) isn’t perfect. It exists as a combination of ...
Artificial intelligence. Machine learning. It’s easy to consider sectors such as this free of bias, as not much is these days. But that might not be the case. According to a new report from Alegion, ...
A new study reveals that pathology AI models for cancer diagnosis perform unequally across demographic groups. The researchers identified three explanations for the bias and developed a tool that ...
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