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Despite the current awareness and widely accepted view that artificial intelligence (AI) is the technology that will transform big data outputs, adoption is still only limited in healthcare. Common misconceptions held by key stakeholders, including those who work within the pharmaceutical industry as well as regulators and policymakers are contributing to the slow uptake.

1. Rule-based systems are good enough

2. AI is just an advanced statistical tool

3. AI will replace human beings

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