Inside Precision Medicine April 17, 2024
A new class of artificial intelligence (AI) called hypothesis-driven AI, invented recently by Mayo Clinic researchers, offers an innovative way to discover the complex causes of cancer and improve treatment strategies.
The team notes that conventional AI is used primarily for classification and recognition, such as facial recognition, or providing imaging classification in diagnosis, while also being increasingly used for generative applications like creating text. However, many of the algorithms associated with these conventional tasks often fail to include existing knowledge or hypotheses, relying instead on hard-to-obtain, large unbiased datasets. This limitation has restricted the flexibility of AI models and methods and their use in areas that require knowledge discovery such as medicine.
“We showcase the power of hypothesis-driven AI...
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