EHR giant Epic plans to launch AI validation software
As artificial intelligence rapidly advances in healthcare, the industry is grappling with how to evaluate AI models for accuracy and performance and monitor the technology for any downstream adverse outcomes. EHR giant Epic plans to release an AI validation software suite to enable healthcare organizations to evaluate AI models at the local level and monitor those systems over time, Seth Hain, Epic senior vice president of R&D, said in an exclusive interview. Epic has developed an AI software suite, what the company calls an "AI trust and assurance software suite," that automates data collection and mapping to provide near real-time metrics and analysis on AI models. The automation creates consistency and eliminates the need for healthcare organization data scientists to do their own data mapping—the most time-consuming aspect of validation, according to Hain. The key is to enable AI testing and validation at a local level and allow ongoing monitoring at scale, Hain noted. "We'll provi
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